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N-gram Frequency Tables

This is a tabulation of n-gram frequencies in the filtered Reddit-Small corpus that Layouts Wiki uses.

The frequency is the total count of the matching unigram divided by the total count of all unigrams in the corpus.

Unigram Frequency
17.226%
e 9.406%
t 7.710%
a 6.416%
o 6.365%
i 5.924%
n 5.394%
s 5.199%
r 4.340%
h 4.034%
l 3.409%
d 2.832%
u 2.589%
c 2.144%
m 2.034%
y 2.005%
g 1.808%
p 1.608%
w 1.594%
f 1.558%
b 1.336%
. 1.147%
v 0.855%
k 0.818%
, 0.648%
' 0.618%
j 0.188%
x 0.169%
" 0.146%
? 0.140%
- 0.099%
z 0.072%
q 0.065%
/ 0.049%
: 0.045%
; 0.009%

Bigram frequencies are counted in both the forward and backward direction. They are shown first combined, meaning that the frequencies of both directions is added up to get the combined total, then separately.

The absolute frequency is the total count of the matching bigram(s) divided by the total count of all bigrams in the corpus. The relative frequency is the total count of the matching bigram(s) divided by the total count of the total count of the unigram listed in the first column.

Note: Double spaces are removed during corpus preprocessing.

With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
0.0000% 0.00% ␣␣ 0.0000% 0.00%
' 0.0189% 3.05% ␣' 0.0098% 1.58% '␣ 0.0091% 1.47%
v 0.1068% 12.49% ␣v 0.1020% 11.92% v␣ 0.0049% 0.57%
z 0.0120% 16.74% ␣z 0.0077% 10.78% z␣ 0.0043% 5.96%
x 0.0310% 18.31% ␣x 0.0069% 4.08% x␣ 0.0241% 14.24%
/ 0.0090% 18.58% ␣/ 0.0062% 12.71% /␣ 0.0029% 5.87%
u 0.4853% 18.75% ␣u 0.2161% 8.35% u␣ 0.2692% 10.40%
h 1.0744% 26.63% ␣h 0.7230% 17.92% h␣ 0.3513% 8.71%
l 0.9110% 26.73% ␣l 0.4744% 13.92% l␣ 0.4367% 12.81%
n 1.4823% 27.48% ␣n 0.4051% 7.51% n␣ 1.0772% 19.97%
o 1.7962% 28.22% ␣o 0.9281% 14.58% o␣ 0.8680% 13.64%
r 1.2800% 29.49% ␣r 0.4220% 9.72% r␣ 0.8580% 19.77%
i 1.9104% 32.25% ␣i 1.5412% 26.02% i␣ 0.3692% 6.23%
e 3.4098% 36.25% ␣e 0.4014% 4.27% e␣ 3.0085% 31.98%
c 0.8087% 37.73% ␣c 0.7507% 35.02% c␣ 0.0580% 2.71%
a 2.4647% 38.41% ␣a 1.9336% 30.14% a␣ 0.5310% 8.28%
- 0.0391% 39.36% ␣- 0.0190% 19.12% -␣ 0.0201% 20.24%
k 0.3319% 40.55% ␣k 0.1245% 15.21% k␣ 0.2074% 25.34%
? 0.0658% 47.08% ␣? 0.0018% 1.25% ?␣ 0.0641% 45.82%
p 0.7636% 47.49% ␣p 0.6355% 39.52% p␣ 0.1281% 7.96%
m 0.9767% 48.01% ␣m 0.7074% 34.77% m␣ 0.2693% 13.24%
. 0.5795% 50.54% ␣. 0.0050% 0.43% .␣ 0.5745% 50.11%
q 0.0362% 55.61% ␣q 0.0350% 53.65% q␣ 0.0013% 1.96%
s 2.9923% 57.55% ␣s 1.1537% 22.19% s␣ 1.8385% 35.36%
g 1.0435% 57.72% ␣g 0.4149% 22.95% g␣ 0.6286% 34.77%
t 4.6834% 60.75% ␣t 2.6051% 33.79% t␣ 2.0783% 26.96%
b 0.8618% 64.51% ␣b 0.8406% 62.92% b␣ 0.0212% 1.59%
: 0.0297% 65.59% ␣: 0.0072% 15.96% :␣ 0.0225% 49.63%
d 1.9086% 67.38% ␣d 0.6144% 21.69% d␣ 1.2942% 45.69%
f 1.1069% 71.05% ␣f 0.6223% 39.94% f␣ 0.4846% 31.10%
y 1.4707% 73.36% ␣y 0.4281% 21.36% y␣ 1.0426% 52.01%
" 0.1104% 75.35% ␣" 0.0655% 44.70% "␣ 0.0449% 30.65%
w 1.2370% 77.60% ␣w 1.0624% 66.64% w␣ 0.1746% 10.95%
j 0.1480% 78.65% ␣j 0.1466% 77.93% j␣ 0.0013% 0.72%
; 0.0075% 81.83% ␣; 0.0010% 10.39% ;␣ 0.0066% 71.44%
, 0.6464% 99.78% ␣, 0.0016% 0.25% ,␣ 0.6448% 99.53%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
o 0.1665% 2.62% eo 0.1088% 1.71% oe 0.0577% 0.91%
e 0.2664% 2.83% ee 0.2664% 2.83%
u 0.0944% 3.65% eu 0.0102% 0.39% ue 0.0842% 3.25%
i 0.2984% 5.04% ei 0.1210% 2.04% ie 0.1774% 3.00%
" 0.0118% 8.06% e" 0.0098% 6.67% "e 0.0020% 1.39%
a 0.5192% 8.09% ea 0.5138% 8.01% ae 0.0054% 0.08%
' 0.0586% 9.48% e' 0.0579% 9.37% 'e 0.0007% 0.12%
/ 0.0051% 10.52% e/ 0.0036% 7.48% /e 0.0015% 3.04%
- 0.0112% 11.23% e- 0.0088% 8.86% -e 0.0024% 2.37%
j 0.0214% 11.37% ej 0.0021% 1.11% je 0.0193% 10.26%
t 0.9038% 11.72% et 0.3155% 4.09% te 0.5882% 7.63%
: 0.0057% 12.69% e: 0.0057% 12.62% :e 0.0000% 0.07%
; 0.0012% 13.38% e; 0.0012% 13.22% ;e 0.0000% 0.16%
y 0.2739% 13.66% ey 0.1716% 8.56% ye 0.1023% 5.10%
f 0.2346% 15.06% ef 0.0869% 5.58% fe 0.1477% 9.48%
? 0.0212% 15.16% e? 0.0212% 15.16% ?e 0.0000% 0.00%
, 0.1031% 15.92% e, 0.1031% 15.91% ,e 0.0001% 0.01%
. 0.1834% 16.00% e. 0.1820% 15.88% .e 0.0014% 0.12%
g 0.3032% 16.77% eg 0.0546% 3.02% ge 0.2486% 13.75%
w 0.2851% 17.88% ew 0.0618% 3.88% we 0.2233% 14.01%
3.4098% 19.79% e␣ 3.0085% 17.46% ␣e 0.4014% 2.33%
n 1.1935% 22.13% en 0.7498% 13.90% ne 0.4437% 8.23%
s 1.2105% 23.28% es 0.6696% 12.88% se 0.5410% 10.40%
c 0.5195% 24.24% ec 0.2445% 11.40% ce 0.2751% 12.83%
p 0.3959% 24.62% ep 0.0867% 5.39% pe 0.3091% 19.22%
l 0.8586% 25.19% el 0.3243% 9.51% le 0.5343% 15.67%
q 0.0173% 26.48% eq 0.0171% 26.28% qe 0.0001% 0.20%
d 0.8879% 31.35% ed 0.5220% 18.43% de 0.3659% 12.92%
b 0.4380% 32.78% eb 0.0184% 1.37% be 0.4196% 31.41%
k 0.2901% 35.45% ek 0.0143% 1.75% ke 0.2758% 33.70%
m 0.7582% 37.27% em 0.1987% 9.77% me 0.5595% 27.50%
h 1.6207% 40.17% eh 0.0167% 0.41% he 1.6040% 39.76%
z 0.0312% 43.60% ez 0.0029% 4.00% ze 0.0283% 39.60%
r 2.2890% 52.74% er 1.1200% 25.81% re 1.1690% 26.94%
x 0.1334% 78.77% ex 0.1226% 72.36% xe 0.0108% 6.40%
v 0.8248% 96.44% ev 0.2049% 23.95% ve 0.6200% 72.48%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
d 0.0032% 0.11% td 0.0018% 0.06% dt 0.0013% 0.05%
j 0.0003% 0.17% tj 0.0002% 0.13% jt 0.0001% 0.04%
k 0.0015% 0.18% tk 0.0004% 0.04% kt 0.0012% 0.14%
q 0.0002% 0.28% tq 0.0001% 0.17% qt 0.0001% 0.10%
g 0.0058% 0.32% tg 0.0013% 0.07% gt 0.0044% 0.25%
v 0.0030% 0.35% tv 0.0026% 0.30% vt 0.0004% 0.05%
m 0.0096% 0.47% tm 0.0085% 0.42% mt 0.0011% 0.05%
b 0.0143% 1.07% tb 0.0057% 0.42% bt 0.0086% 0.64%
t 0.1338% 1.74% tt 0.1338% 1.74%
z 0.0013% 1.85% tz 0.0013% 1.75% zt 0.0001% 0.10%
w 0.0351% 2.20% tw 0.0322% 2.02% wt 0.0029% 0.18%
p 0.0457% 2.84% tp 0.0022% 0.14% pt 0.0435% 2.70%
f 0.0528% 3.39% tf 0.0076% 0.49% ft 0.0451% 2.90%
l 0.1256% 3.68% tl 0.0692% 2.03% lt 0.0563% 1.65%
y 0.1398% 6.97% ty 0.1112% 5.55% yt 0.0285% 1.42%
r 0.3701% 8.53% tr 0.2045% 4.71% rt 0.1656% 3.82%
" 0.0127% 8.67% t" 0.0059% 4.03% "t 0.0068% 4.64%
/ 0.0042% 8.69% t/ 0.0023% 4.70% /t 0.0019% 3.99%
n 0.5122% 9.50% tn 0.0058% 0.11% nt 0.5065% 9.39%
e 0.9038% 9.61% te 0.5882% 6.25% et 0.3155% 3.35%
; 0.0009% 10.21% t; 0.0008% 9.09% ;t 0.0001% 1.11%
- 0.0103% 10.41% t- 0.0056% 5.67% -t 0.0047% 4.74%
, 0.0698% 10.77% t, 0.0695% 10.74% ,t 0.0002% 0.03%
c 0.2444% 11.40% tc 0.0406% 1.89% ct 0.2039% 9.51%
. 0.1374% 11.98% t. 0.1359% 11.86% .t 0.0014% 0.13%
x 0.0257% 15.18% tx 0.0011% 0.65% xt 0.0246% 14.53%
? 0.0219% 15.68% t? 0.0219% 15.68% ?t 0.0000% 0.01%
s 0.8648% 16.63% ts 0.1731% 3.33% st 0.6917% 13.30%
o 1.0852% 17.05% to 0.7131% 11.20% ot 0.3722% 5.85%
: 0.0079% 17.33% t: 0.0078% 17.23% :t 0.0000% 0.10%
a 1.1737% 18.29% ta 0.2746% 4.28% at 0.8991% 14.01%
u 0.5020% 19.39% tu 0.1231% 4.76% ut 0.3789% 14.64%
i 1.4289% 24.12% ti 0.5724% 9.66% it 0.8566% 14.46%
4.6834% 27.19% t␣ 2.0783% 12.06% ␣t 2.6051% 15.12%
' 0.3467% 56.11% t' 0.1433% 23.19% 't 0.2034% 32.92%
h 2.2909% 56.79% th 2.1906% 54.30% ht 0.1003% 2.49%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
a 0.0040% 0.06% aa 0.0040% 0.06%
o 0.0323% 0.51% ao 0.0043% 0.07% oa 0.0279% 0.44%
' 0.0043% 0.70% a' 0.0029% 0.48% 'a 0.0014% 0.22%
. 0.0148% 1.29% a. 0.0136% 1.18% .a 0.0012% 0.11%
? 0.0018% 1.31% a? 0.0018% 1.30% ?a 0.0000% 0.01%
, 0.0100% 1.55% a, 0.0098% 1.52% ,a 0.0002% 0.03%
: 0.0007% 1.60% a: 0.0007% 1.57% :a 0.0000% 0.04%
; 0.0002% 1.84% a; 0.0001% 1.17% ;a 0.0001% 0.67%
q 0.0016% 2.39% aq 0.0013% 1.93% qa 0.0003% 0.46%
" 0.0050% 3.43% a" 0.0009% 0.60% "a 0.0041% 2.83%
i 0.2745% 4.63% ai 0.1745% 2.95% ia 0.1000% 1.69%
- 0.0048% 4.86% a- 0.0014% 1.40% -a 0.0034% 3.46%
e 0.5192% 5.52% ae 0.0054% 0.06% ea 0.5138% 5.46%
/ 0.0029% 5.87% a/ 0.0006% 1.27% /a 0.0022% 4.59%
u 0.1821% 7.03% au 0.1033% 3.99% ua 0.0787% 3.04%
f 0.1450% 9.31% af 0.0432% 2.77% fa 0.1018% 6.53%
j 0.0178% 9.44% aj 0.0068% 3.59% ja 0.0110% 5.84%
d 0.3192% 11.27% ad 0.2185% 7.71% da 0.1007% 3.56%
y 0.2381% 11.88% ay 0.2288% 11.42% ya 0.0093% 0.46%
g 0.2355% 13.03% ag 0.1244% 6.88% ga 0.1111% 6.15%
s 0.6916% 13.30% as 0.5226% 10.05% sa 0.1690% 3.25%
2.4647% 14.31% a␣ 0.5310% 3.08% ␣a 1.9336% 11.22%
t 1.1737% 15.22% at 0.8991% 11.66% ta 0.2746% 3.56%
p 0.2592% 16.12% ap 0.1096% 6.82% pa 0.1496% 9.30%
k 0.1356% 16.57% ak 0.1170% 14.29% ka 0.0186% 2.28%
x 0.0320% 18.90% ax 0.0117% 6.89% xa 0.0204% 12.02%
w 0.3406% 21.37% aw 0.0409% 2.57% wa 0.2997% 18.80%
r 0.9283% 21.39% ar 0.6209% 14.31% ra 0.3073% 7.08%
h 0.8926% 22.13% ah 0.0337% 0.84% ha 0.8588% 21.29%
b 0.3082% 23.07% ab 0.1719% 12.86% ba 0.1363% 10.20%
n 1.3085% 24.26% an 1.1605% 21.51% na 0.1480% 2.74%
m 0.5189% 25.50% am 0.2002% 9.84% ma 0.3187% 15.67%
l 0.9017% 26.45% al 0.6361% 18.66% la 0.2656% 7.79%
v 0.2468% 28.85% av 0.1955% 22.86% va 0.0513% 6.00%
c 0.6275% 29.27% ac 0.2554% 11.92% ca 0.3721% 17.36%
z 0.0238% 33.31% az 0.0160% 22.33% za 0.0079% 10.97%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
a 0.0323% 0.50% oa 0.0279% 0.44% ao 0.0043% 0.07%
' 0.0042% 0.67% o' 0.0037% 0.60% 'o 0.0005% 0.08%
q 0.0006% 0.85% oq 0.0003% 0.40% qo 0.0003% 0.45%
: 0.0007% 1.48% o: 0.0006% 1.30% :o 0.0001% 0.18%
; 0.0001% 1.60% o; 0.0001% 1.46% ;o 0.0000% 0.14%
e 0.1665% 1.77% oe 0.0577% 0.61% eo 0.1088% 1.16%
" 0.0036% 2.47% o" 0.0010% 0.71% "o 0.0026% 1.77%
. 0.0298% 2.60% o. 0.0291% 2.54% .o 0.0007% 0.06%
? 0.0040% 2.84% o? 0.0040% 2.84% ?o 0.0000% 0.00%
o 0.1965% 3.09% oo 0.1965% 3.09%
, 0.0241% 3.73% o, 0.0241% 3.72% ,o 0.0001% 0.01%
/ 0.0023% 4.80% o/ 0.0005% 1.01% /o 0.0018% 3.79%
i 0.3713% 6.27% oi 0.0912% 1.54% io 0.2802% 4.73%
x 0.0118% 6.99% ox 0.0107% 6.31% xo 0.0012% 0.68%
- 0.0074% 7.40% o- 0.0043% 4.35% -o 0.0030% 3.06%
h 0.3791% 9.40% oh 0.0142% 0.35% ho 0.3649% 9.05%
k 0.0815% 9.96% ok 0.0761% 9.30% ko 0.0054% 0.66%
1.7962% 10.43% o␣ 0.8680% 5.04% ␣o 0.9281% 5.39%
s 0.5422% 10.43% os 0.1770% 3.40% so 0.3652% 7.03%
z 0.0076% 10.57% oz 0.0024% 3.29% zo 0.0052% 7.28%
g 0.2104% 11.64% og 0.0408% 2.26% go 0.1695% 9.38%
l 0.4248% 12.46% ol 0.1850% 5.43% lo 0.2398% 7.03%
t 1.0852% 14.08% ot 0.3722% 4.83% to 0.7131% 9.25%
d 0.4036% 14.25% od 0.1181% 4.17% do 0.2855% 10.08%
v 0.1400% 16.36% ov 0.1045% 12.22% vo 0.0354% 4.14%
b 0.2396% 17.94% ob 0.0731% 5.47% bo 0.1666% 12.47%
c 0.4518% 21.08% oc 0.0645% 3.01% co 0.3873% 18.07%
j 0.0405% 21.50% oj 0.0032% 1.72% jo 0.0372% 19.79%
y 0.4623% 23.06% oy 0.0208% 1.04% yo 0.4415% 22.02%
p 0.3736% 23.24% op 0.1857% 11.55% po 0.1879% 11.68%
r 1.0777% 24.83% or 0.7277% 16.77% ro 0.3501% 8.07%
n 1.3508% 25.04% on 0.9607% 17.81% no 0.3902% 7.23%
m 0.5832% 28.67% om 0.3496% 17.18% mo 0.2337% 11.49%
w 0.4662% 29.25% ow 0.2663% 16.71% wo 0.1999% 12.54%
u 0.9745% 37.65% ou 0.9704% 37.49% uo 0.0041% 0.16%
f 0.6708% 43.06% of 0.3862% 24.79% fo 0.2846% 18.27%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
i 0.0034% 0.06% ii 0.0034% 0.06%
, 0.0027% 0.41% i, 0.0024% 0.38% ,i 0.0002% 0.04%
? 0.0006% 0.42% i? 0.0006% 0.40% ?i 0.0000% 0.02%
. 0.0052% 0.46% i. 0.0034% 0.30% .i 0.0018% 0.16%
: 0.0002% 0.50% i: 0.0002% 0.44% :i 0.0000% 0.05%
; 0.0001% 0.95% i; 0.0000% 0.22% ;i 0.0001% 0.73%
j 0.0037% 1.95% ij 0.0010% 0.52% ji 0.0027% 1.43%
u 0.0552% 2.13% iu 0.0047% 0.18% ui 0.0505% 1.95%
y 0.0507% 2.53% iy 0.0005% 0.02% yi 0.0503% 2.51%
/ 0.0014% 2.88% i/ 0.0002% 0.47% /i 0.0012% 2.41%
e 0.2984% 3.17% ie 0.1774% 1.89% ei 0.1210% 1.29%
a 0.2745% 4.28% ia 0.1000% 1.56% ai 0.1745% 2.72%
" 0.0071% 4.85% i" 0.0003% 0.18% "i 0.0068% 4.66%
o 0.3713% 5.83% io 0.2802% 4.40% oi 0.0912% 1.43%
- 0.0059% 5.90% i- 0.0033% 3.29% -i 0.0026% 2.61%
q 0.0040% 6.15% iq 0.0039% 5.99% qi 0.0001% 0.16%
p 0.1299% 8.08% ip 0.0453% 2.82% pi 0.0846% 5.26%
b 0.1190% 8.91% ib 0.0447% 3.35% bi 0.0743% 5.56%
1.9104% 11.09% i␣ 0.3692% 2.14% ␣i 1.5412% 8.95%
r 0.5068% 11.68% ir 0.1648% 3.80% ri 0.3420% 7.88%
h 0.5478% 13.58% ih 0.0011% 0.03% hi 0.5467% 13.55%
g 0.2503% 13.85% ig 0.1648% 9.12% gi 0.0855% 4.73%
w 0.2459% 15.42% iw 0.0006% 0.04% wi 0.2453% 15.39%
' 0.0968% 15.67% i' 0.0962% 15.56% 'i 0.0007% 0.11%
x 0.0274% 16.15% ix 0.0100% 5.89% xi 0.0174% 10.26%
d 0.4728% 16.69% id 0.2137% 7.55% di 0.2591% 9.15%
m 0.3522% 17.31% im 0.1930% 9.49% mi 0.1592% 7.82%
s 0.9603% 18.47% is 0.6966% 13.40% si 0.2637% 5.07%
t 1.4289% 18.53% it 0.8566% 11.11% ti 0.5724% 7.42%
c 0.4147% 19.34% ic 0.3091% 14.42% ci 0.1056% 4.93%
l 0.6717% 19.71% il 0.2552% 7.49% li 0.4165% 12.22%
f 0.3362% 21.58% if 0.1862% 11.95% fi 0.1500% 9.63%
k 0.2405% 29.38% ik 0.1109% 13.55% ki 0.1296% 15.84%
v 0.2649% 30.97% iv 0.1295% 15.14% vi 0.1354% 15.83%
n 1.6852% 31.24% in 1.5282% 28.33% ni 0.1570% 2.91%
z 0.0403% 56.30% iz 0.0292% 40.78% zi 0.0111% 15.52%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
p 0.0041% 0.26% np 0.0032% 0.20% pn 0.0010% 0.06%
h 0.0112% 0.28% nh 0.0044% 0.11% hn 0.0067% 0.17%
b 0.0044% 0.33% nb 0.0037% 0.28% bn 0.0007% 0.05%
x 0.0014% 0.83% nx 0.0014% 0.80% xn 0.0000% 0.03%
m 0.0173% 0.85% nm 0.0105% 0.52% mn 0.0068% 0.33%
n 0.0470% 0.87% nn 0.0470% 0.87%
q 0.0009% 1.44% nq 0.0009% 1.42% qn 0.0000% 0.02%
r 0.0694% 1.60% nr 0.0039% 0.09% rn 0.0656% 1.51%
l 0.0571% 1.67% nl 0.0552% 1.62% ln 0.0019% 0.05%
z 0.0014% 2.02% nz 0.0014% 1.90% zn 0.0001% 0.13%
f 0.0321% 2.06% nf 0.0319% 2.05% fn 0.0002% 0.02%
v 0.0268% 3.13% nv 0.0265% 3.10% vn 0.0002% 0.03%
w 0.0540% 3.39% nw 0.0026% 0.16% wn 0.0514% 3.22%
: 0.0018% 3.99% n: 0.0018% 3.93% :n 0.0000% 0.05%
j 0.0087% 4.65% nj 0.0086% 4.58% jn 0.0001% 0.07%
" 0.0069% 4.71% n" 0.0040% 2.71% "n 0.0029% 2.00%
y 0.1090% 5.44% ny 0.1040% 5.19% yn 0.0050% 0.25%
s 0.3038% 5.84% ns 0.2397% 4.61% sn 0.0640% 1.23%
; 0.0006% 6.01% n; 0.0005% 5.85% ;n 0.0000% 0.16%
. 0.0714% 6.23% n. 0.0708% 6.18% .n 0.0006% 0.05%
t 0.5122% 6.64% nt 0.5065% 6.57% tn 0.0058% 0.07%
/ 0.0033% 6.81% n/ 0.0020% 4.15% /n 0.0013% 2.66%
? 0.0096% 6.86% n? 0.0096% 6.86% ?n 0.0000% 0.00%
, 0.0463% 7.14% n, 0.0462% 7.14% ,n 0.0000% 0.01%
c 0.1616% 7.54% nc 0.1610% 7.51% cn 0.0006% 0.03%
1.4823% 8.60% n␣ 1.0772% 6.25% ␣n 0.4051% 2.35%
- 0.0091% 9.18% n- 0.0078% 7.87% -n 0.0013% 1.31%
u 0.2557% 9.88% nu 0.0324% 1.25% un 0.2233% 8.63%
e 1.1935% 12.69% ne 0.4437% 4.72% en 0.7498% 7.97%
k 0.1541% 18.82% nk 0.0967% 11.82% kn 0.0573% 7.01%
a 1.3085% 20.39% na 0.1480% 2.31% an 1.1605% 18.09%
o 1.3508% 21.22% no 0.3902% 6.13% on 0.9607% 15.09%
d 0.7455% 26.32% nd 0.7010% 24.75% dn 0.0445% 1.57%
i 1.6852% 28.45% ni 0.1570% 2.65% in 1.5282% 25.80%
' 0.2101% 34.00% n' 0.2095% 33.91% 'n 0.0005% 0.09%
g 0.8292% 45.87% ng 0.8035% 44.45% gn 0.0256% 1.42%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
z 0.0002% 0.33% sz 0.0001% 0.09% zs 0.0002% 0.25%
x 0.0006% 0.38% sx 0.0001% 0.07% xs 0.0005% 0.31%
j 0.0009% 0.48% sj 0.0006% 0.30% js 0.0003% 0.18%
f 0.0098% 0.63% sf 0.0052% 0.33% fs 0.0047% 0.30%
v 0.0057% 0.66% sv 0.0007% 0.08% vs 0.0050% 0.59%
b 0.0304% 2.28% sb 0.0038% 0.29% bs 0.0266% 1.99%
g 0.0446% 2.47% sg 0.0026% 0.14% gs 0.0420% 2.32%
w 0.0421% 2.64% sw 0.0187% 1.18% ws 0.0234% 1.47%
d 0.0840% 2.97% sd 0.0033% 0.12% ds 0.0807% 2.85%
s 0.2043% 3.93% ss 0.2043% 3.93%
c 0.0852% 3.97% sc 0.0692% 3.23% cs 0.0160% 0.75%
l 0.1364% 4.00% sl 0.0385% 1.13% ls 0.0979% 2.87%
m 0.0821% 4.03% sm 0.0357% 1.75% ms 0.0464% 2.28%
y 0.0932% 4.65% sy 0.0253% 1.26% ys 0.0679% 3.39%
r 0.2319% 5.34% sr 0.0037% 0.09% rs 0.2282% 5.26%
h 0.2195% 5.44% sh 0.2103% 5.21% hs 0.0092% 0.23%
q 0.0036% 5.56% sq 0.0034% 5.29% qs 0.0002% 0.27%
n 0.3038% 5.63% sn 0.0640% 1.19% ns 0.2397% 4.44%
p 0.1357% 8.44% sp 0.1012% 6.30% ps 0.0345% 2.15%
- 0.0084% 8.44% s- 0.0023% 2.29% -s 0.0061% 6.16%
o 0.5422% 8.52% so 0.3652% 5.74% os 0.1770% 2.78%
" 0.0147% 10.02% s" 0.0086% 5.90% "s 0.0060% 4.12%
: 0.0046% 10.26% s: 0.0046% 10.11% :s 0.0001% 0.15%
k 0.0841% 10.27% sk 0.0338% 4.13% ks 0.0503% 6.14%
a 0.6916% 10.78% sa 0.1690% 2.63% as 0.5226% 8.14%
t 0.8648% 11.22% st 0.6917% 8.97% ts 0.1731% 2.25%
e 1.2105% 12.87% se 0.5410% 5.75% es 0.6696% 7.12%
; 0.0013% 13.85% s; 0.0012% 12.86% ;s 0.0001% 0.99%
? 0.0202% 14.46% s? 0.0202% 14.44% ?s 0.0000% 0.02%
. 0.1738% 15.16% s. 0.1722% 15.01% .s 0.0017% 0.15%
i 0.9603% 16.21% si 0.2637% 4.45% is 0.6966% 11.76%
, 0.1070% 16.52% s, 0.1069% 16.50% ,s 0.0001% 0.02%
2.9923% 17.37% s␣ 1.8385% 10.67% ␣s 1.1537% 6.70%
/ 0.0099% 20.28% s/ 0.0048% 9.84% /s 0.0051% 10.44%
u 0.5488% 21.20% su 0.1650% 6.37% us 0.3838% 14.83%
' 0.2228% 36.05% s' 0.0040% 0.64% 's 0.2188% 35.41%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
j 0.0008% 0.41% rj 0.0005% 0.24% jr 0.0003% 0.17%
x 0.0007% 0.43% rx 0.0005% 0.28% xr 0.0003% 0.16%
q 0.0003% 0.53% rq 0.0003% 0.43% qr 0.0001% 0.10%
z 0.0005% 0.67% rz 0.0003% 0.49% zr 0.0001% 0.18%
h 0.0494% 1.23% rh 0.0055% 0.14% hr 0.0440% 1.09%
n 0.0694% 1.29% rn 0.0656% 1.22% nr 0.0039% 0.07%
r 0.0650% 1.50% rr 0.0650% 1.50%
l 0.0559% 1.64% rl 0.0436% 1.28% lr 0.0123% 0.36%
w 0.0339% 2.12% rw 0.0092% 0.58% wr 0.0247% 1.55%
v 0.0257% 3.00% rv 0.0251% 2.94% vr 0.0005% 0.06%
m 0.0615% 3.02% rm 0.0594% 2.92% mr 0.0022% 0.11%
" 0.0058% 3.94% r" 0.0032% 2.17% "r 0.0026% 1.77%
: 0.0018% 3.96% r: 0.0017% 3.79% :r 0.0001% 0.17%
; 0.0004% 4.15% r; 0.0004% 4.01% ;r 0.0000% 0.14%
? 0.0062% 4.46% r? 0.0062% 4.46% ?r 0.0000% 0.00%
s 0.2319% 4.46% rs 0.2282% 4.39% sr 0.0037% 0.07%
. 0.0543% 4.74% r. 0.0540% 4.71% .r 0.0003% 0.03%
t 0.3701% 4.80% rt 0.1656% 2.15% tr 0.2045% 2.65%
b 0.0669% 5.01% rb 0.0134% 1.00% br 0.0535% 4.01%
, 0.0340% 5.25% r, 0.0340% 5.25% ,r 0.0000% 0.00%
d 0.1535% 5.42% rd 0.1021% 3.60% dr 0.0514% 1.82%
c 0.1281% 5.98% rc 0.0451% 2.10% cr 0.0830% 3.87%
k 0.0598% 7.31% rk 0.0571% 6.97% kr 0.0028% 0.34%
1.2800% 7.43% r␣ 0.8580% 4.98% ␣r 0.4220% 2.45%
g 0.1395% 7.72% rg 0.0474% 2.62% gr 0.0921% 5.09%
f 0.1234% 7.92% rf 0.0150% 0.96% fr 0.1084% 6.96%
- 0.0080% 8.02% r- 0.0050% 5.07% -r 0.0029% 2.95%
y 0.1643% 8.20% ry 0.1591% 7.93% yr 0.0052% 0.26%
i 0.5068% 8.56% ri 0.3420% 5.77% ir 0.1648% 2.78%
' 0.0581% 9.41% r' 0.0048% 0.78% 'r 0.0533% 8.62%
p 0.2185% 13.59% rp 0.0180% 1.12% pr 0.2005% 12.47%
u 0.3735% 14.43% ru 0.0827% 3.19% ur 0.2908% 11.24%
a 0.9283% 14.47% ra 0.3073% 4.79% ar 0.6209% 9.68%
o 1.0777% 16.93% ro 0.3501% 5.50% or 0.7277% 11.43%
e 2.2890% 24.33% re 1.1690% 12.43% er 1.1200% 11.91%
/ 0.0132% 27.23% r/ 0.0082% 16.90% /r 0.0050% 10.33%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
v 0.0003% 0.03% hv 0.0002% 0.03% vh 0.0001% 0.01%
f 0.0009% 0.06% hf 0.0008% 0.05% fh 0.0001% 0.01%
j 0.0002% 0.09% hj 0.0001% 0.05% jh 0.0001% 0.04%
h 0.0038% 0.09% hh 0.0038% 0.09%
d 0.0046% 0.16% hd 0.0025% 0.09% dh 0.0021% 0.07%
l 0.0065% 0.19% hl 0.0061% 0.18% lh 0.0004% 0.01%
k 0.0016% 0.20% hk 0.0002% 0.03% kh 0.0014% 0.17%
n 0.0112% 0.21% hn 0.0067% 0.12% nh 0.0044% 0.08%
m 0.0056% 0.27% hm 0.0046% 0.23% mh 0.0010% 0.05%
q 0.0002% 0.29% hq 0.0002% 0.26% qh 0.0000% 0.03%
' 0.0019% 0.30% h' 0.0014% 0.22% 'h 0.0005% 0.08%
b 0.0043% 0.32% hb 0.0024% 0.18% bh 0.0019% 0.14%
x 0.0010% 0.59% hx 0.0001% 0.08% xh 0.0009% 0.51%
r 0.0494% 1.14% hr 0.0440% 1.01% rh 0.0055% 0.13%
: 0.0005% 1.14% h: 0.0005% 1.13% :h 0.0000% 0.01%
z 0.0009% 1.30% hz 0.0007% 1.00% zh 0.0002% 0.30%
u 0.0413% 1.59% hu 0.0380% 1.47% uh 0.0033% 0.13%
; 0.0002% 1.78% h; 0.0002% 1.64% ;h 0.0000% 0.14%
p 0.0387% 2.41% hp 0.0012% 0.08% ph 0.0375% 2.33%
y 0.0488% 2.43% hy 0.0485% 2.42% yh 0.0003% 0.02%
? 0.0037% 2.68% h? 0.0037% 2.68% ?h 0.0000% 0.00%
. 0.0316% 2.76% h. 0.0311% 2.71% .h 0.0005% 0.05%
- 0.0035% 3.53% h- 0.0016% 1.58% -h 0.0019% 1.96%
" 0.0054% 3.66% h" 0.0015% 1.03% "h 0.0039% 2.63%
, 0.0260% 4.01% h, 0.0259% 4.00% ,h 0.0001% 0.01%
s 0.2195% 4.22% hs 0.0092% 0.18% sh 0.2103% 4.04%
/ 0.0027% 5.51% h/ 0.0006% 1.19% /h 0.0021% 4.32%
o 0.3791% 5.96% ho 0.3649% 5.73% oh 0.0142% 0.22%
1.0744% 6.24% h␣ 0.3513% 2.04% ␣h 0.7230% 4.20%
i 0.5478% 9.25% hi 0.5467% 9.23% ih 0.0011% 0.02%
g 0.1755% 9.71% hg 0.0002% 0.01% gh 0.1753% 9.70%
c 0.2874% 13.41% hc 0.0019% 0.09% ch 0.2855% 13.32%
a 0.8926% 13.91% ha 0.8588% 13.39% ah 0.0337% 0.53%
e 1.6207% 17.23% he 1.6040% 17.05% eh 0.0167% 0.18%
w 0.3133% 19.65% hw 0.0015% 0.10% wh 0.3118% 19.56%
t 2.2909% 29.72% ht 0.1003% 1.30% th 2.1906% 28.41%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
h 0.0065% 0.16% lh 0.0004% 0.01% hl 0.0061% 0.15%
j 0.0003% 0.18% lj 0.0003% 0.16% jl 0.0000% 0.02%
x 0.0003% 0.19% lx 0.0000% 0.02% xl 0.0003% 0.17%
q 0.0002% 0.27% lq 0.0000% 0.02% ql 0.0002% 0.25%
m 0.0188% 0.93% lm 0.0164% 0.81% ml 0.0024% 0.12%
n 0.0571% 1.06% ln 0.0019% 0.03% nl 0.0552% 1.02%
w 0.0202% 1.26% lw 0.0143% 0.90% wl 0.0059% 0.37%
r 0.0559% 1.29% lr 0.0123% 0.28% rl 0.0436% 1.00%
: 0.0006% 1.31% l: 0.0006% 1.26% :l 0.0000% 0.05%
z 0.0010% 1.40% lz 0.0003% 0.48% zl 0.0007% 0.93%
t 0.1256% 1.63% lt 0.0563% 0.73% tl 0.0692% 0.90%
v 0.0156% 1.82% lv 0.0149% 1.74% vl 0.0007% 0.08%
g 0.0337% 1.86% lg 0.0026% 0.14% gl 0.0311% 1.72%
s 0.1364% 2.62% ls 0.0979% 1.88% sl 0.0385% 0.74%
? 0.0039% 2.78% l? 0.0039% 2.77% ?l 0.0000% 0.00%
. 0.0385% 3.36% l. 0.0382% 3.33% .l 0.0003% 0.03%
" 0.0051% 3.47% l" 0.0025% 1.72% "l 0.0026% 1.75%
' 0.0216% 3.50% l' 0.0021% 0.34% 'l 0.0195% 3.16%
, 0.0242% 3.74% l, 0.0242% 3.73% ,l 0.0000% 0.01%
k 0.0316% 3.86% lk 0.0248% 3.03% kl 0.0068% 0.83%
c 0.0830% 3.87% lc 0.0062% 0.29% cl 0.0768% 3.59%
f 0.0606% 3.89% lf 0.0315% 2.02% fl 0.0291% 1.87%
/ 0.0025% 5.23% l/ 0.0011% 2.16% /l 0.0015% 3.06%
0.9110% 5.29% l␣ 0.4367% 2.54% ␣l 0.4744% 2.75%
- 0.0059% 5.93% l- 0.0031% 3.08% -l 0.0028% 2.86%
o 0.4248% 6.67% lo 0.2398% 3.77% ol 0.1850% 2.91%
; 0.0007% 7.51% l; 0.0007% 7.19% ;l 0.0000% 0.32%
d 0.2312% 8.16% ld 0.2091% 7.38% dl 0.0220% 0.78%
e 0.8586% 9.13% le 0.5343% 5.68% el 0.3243% 3.45%
i 0.6717% 11.34% li 0.4165% 7.03% il 0.2552% 4.31%
u 0.2972% 11.48% lu 0.0558% 2.16% ul 0.2414% 9.32%
b 0.1536% 11.50% lb 0.0058% 0.43% bl 0.1478% 11.06%
a 0.9017% 14.05% la 0.2656% 4.14% al 0.6361% 9.91%
l 0.5066% 14.86% ll 0.5066% 14.86%
p 0.2447% 15.22% lp 0.0153% 0.95% pl 0.2294% 14.27%
y 0.3916% 19.53% ly 0.3851% 19.21% yl 0.0065% 0.32%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
t 0.0032% 0.04% dt 0.0013% 0.02% td 0.0018% 0.02%
h 0.0046% 0.11% dh 0.0021% 0.05% hd 0.0025% 0.06%
f 0.0020% 0.13% df 0.0016% 0.11% fd 0.0004% 0.02%
q 0.0002% 0.23% dq 0.0001% 0.21% qd 0.0000% 0.02%
c 0.0054% 0.25% dc 0.0026% 0.12% cd 0.0028% 0.13%
b 0.0035% 0.26% db 0.0027% 0.20% bd 0.0008% 0.06%
w 0.0059% 0.37% dw 0.0037% 0.23% wd 0.0022% 0.14%
k 0.0031% 0.38% dk 0.0020% 0.25% kd 0.0011% 0.13%
p 0.0066% 0.41% dp 0.0033% 0.20% pd 0.0033% 0.21%
z 0.0003% 0.42% dz 0.0001% 0.21% zd 0.0001% 0.21%
m 0.0092% 0.45% dm 0.0080% 0.39% md 0.0011% 0.06%
x 0.0010% 0.59% dx 0.0003% 0.21% xd 0.0006% 0.38%
g 0.0147% 0.81% dg 0.0136% 0.75% gd 0.0011% 0.06%
j 0.0017% 0.88% dj 0.0016% 0.83% jd 0.0001% 0.05%
v 0.0090% 1.05% dv 0.0087% 1.02% vd 0.0003% 0.04%
d 0.0361% 1.27% dd 0.0361% 1.27%
s 0.0840% 1.62% ds 0.0807% 1.55% sd 0.0033% 0.06%
y 0.0376% 1.88% dy 0.0351% 1.75% yd 0.0025% 0.13%
r 0.1535% 3.54% dr 0.0514% 1.18% rd 0.1021% 2.35%
u 0.0959% 3.71% du 0.0549% 2.12% ud 0.0411% 1.59%
' 0.0272% 4.40% d' 0.0064% 1.03% 'd 0.0208% 3.36%
a 0.3192% 4.98% da 0.1007% 1.57% ad 0.2185% 3.41%
" 0.0075% 5.15% d" 0.0045% 3.06% "d 0.0031% 2.09%
: 0.0025% 5.51% d: 0.0017% 3.80% :d 0.0008% 1.70%
? 0.0079% 5.67% d? 0.0079% 5.66% ?d 0.0000% 0.00%
- 0.0063% 6.33% d- 0.0034% 3.38% -d 0.0029% 2.95%
o 0.4036% 6.34% do 0.2855% 4.49% od 0.1181% 1.86%
. 0.0732% 6.38% d. 0.0727% 6.34% .d 0.0005% 0.04%
, 0.0433% 6.69% d, 0.0433% 6.68% ,d 0.0001% 0.01%
l 0.2312% 6.78% dl 0.0220% 0.65% ld 0.2091% 6.14%
i 0.4728% 7.98% di 0.2591% 4.37% id 0.2137% 3.61%
e 0.8879% 9.44% de 0.3659% 3.89% ed 0.5220% 5.55%
/ 0.0048% 9.77% d/ 0.0030% 6.10% /d 0.0018% 3.67%
; 0.0010% 10.35% d; 0.0005% 5.12% ;d 0.0005% 5.22%
1.9086% 11.08% d␣ 1.2942% 7.51% ␣d 0.6144% 3.57%
n 0.7455% 13.82% dn 0.0445% 0.82% nd 0.7010% 13.00%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
w 0.0007% 0.04% uw 0.0002% 0.01% wu 0.0005% 0.03%
u 0.0018% 0.07% uu 0.0018% 0.07%
v 0.0022% 0.26% uv 0.0013% 0.15% vu 0.0009% 0.11%
: 0.0003% 0.56% u: 0.0002% 0.52% :u 0.0000% 0.04%
, 0.0052% 0.81% u, 0.0052% 0.81% ,u 0.0000% 0.00%
. 0.0101% 0.88% u. 0.0099% 0.86% .u 0.0002% 0.02%
i 0.0552% 0.93% ui 0.0505% 0.85% iu 0.0047% 0.08%
k 0.0080% 0.98% uk 0.0047% 0.57% ku 0.0033% 0.41%
e 0.0944% 1.00% ue 0.0842% 0.89% eu 0.0102% 0.11%
; 0.0001% 1.01% u; 0.0001% 0.87% ;u 0.0000% 0.14%
h 0.0413% 1.02% uh 0.0033% 0.08% hu 0.0380% 0.94%
" 0.0016% 1.09% u" 0.0006% 0.38% "u 0.0010% 0.71%
y 0.0288% 1.43% uy 0.0267% 1.33% yu 0.0021% 0.10%
? 0.0023% 1.64% u? 0.0023% 1.63% ?u 0.0000% 0.00%
- 0.0017% 1.72% u- 0.0003% 0.35% -u 0.0014% 1.37%
0.4853% 2.82% u␣ 0.2692% 1.56% ␣u 0.2161% 1.25%
a 0.1821% 2.84% ua 0.0787% 1.23% au 0.1033% 1.61%
d 0.0959% 3.39% ud 0.0411% 1.45% du 0.0549% 1.94%
z 0.0032% 4.50% uz 0.0021% 3.00% zu 0.0011% 1.50%
x 0.0078% 4.62% ux 0.0016% 0.97% xu 0.0062% 3.66%
n 0.2557% 4.74% un 0.2233% 4.14% nu 0.0324% 0.60%
f 0.0962% 6.18% uf 0.0155% 1.00% fu 0.0807% 5.18%
t 0.5020% 6.51% ut 0.3789% 4.91% tu 0.1231% 1.60%
m 0.1446% 7.11% um 0.0788% 3.87% mu 0.0658% 3.24%
' 0.0457% 7.39% u' 0.0455% 7.36% 'u 0.0002% 0.03%
c 0.1770% 8.26% uc 0.1068% 4.98% cu 0.0703% 3.28%
r 0.3735% 8.61% ur 0.2908% 6.70% ru 0.0827% 1.91%
l 0.2972% 8.72% ul 0.2414% 7.08% lu 0.0558% 1.64%
g 0.1719% 9.51% ug 0.0992% 5.49% gu 0.0727% 4.02%
/ 0.0051% 10.44% u/ 0.0026% 5.32% /u 0.0025% 5.12%
s 0.5488% 10.56% us 0.3838% 7.38% su 0.1650% 3.17%
p 0.1753% 10.90% up 0.1135% 7.06% pu 0.0618% 3.84%
o 0.9745% 15.31% uo 0.0041% 0.07% ou 0.9704% 15.25%
b 0.2472% 18.51% ub 0.0439% 3.28% bu 0.2034% 15.22%
j 0.1152% 61.22% uj 0.0005% 0.25% ju 0.1147% 60.96%
q 0.0614% 94.18% uq 0.0001% 0.14% qu 0.0613% 94.04%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
v 0.0004% 0.05% cv 0.0003% 0.03% vc 0.0002% 0.02%
w 0.0009% 0.05% cw 0.0002% 0.01% wc 0.0006% 0.04%
g 0.0012% 0.06% cg 0.0007% 0.04% gc 0.0004% 0.02%
j 0.0002% 0.12% cj 0.0001% 0.05% jc 0.0001% 0.07%
f 0.0020% 0.13% cf 0.0007% 0.05% fc 0.0013% 0.08%
d 0.0054% 0.19% cd 0.0028% 0.10% dc 0.0026% 0.09%
b 0.0029% 0.22% cb 0.0009% 0.06% bc 0.0021% 0.15%
' 0.0015% 0.24% c' 0.0007% 0.12% 'c 0.0008% 0.12%
m 0.0059% 0.29% cm 0.0010% 0.05% mc 0.0049% 0.24%
p 0.0060% 0.37% cp 0.0019% 0.12% pc 0.0040% 0.25%
: 0.0003% 0.68% c: 0.0003% 0.61% :c 0.0000% 0.07%
? 0.0010% 0.68% c? 0.0009% 0.68% ?c 0.0000% 0.00%
z 0.0005% 0.75% cz 0.0002% 0.24% zc 0.0004% 0.51%
, 0.0050% 0.77% c, 0.0049% 0.76% ,c 0.0000% 0.01%
y 0.0207% 1.03% cy 0.0150% 0.75% yc 0.0056% 0.28%
q 0.0008% 1.16% cq 0.0007% 1.03% qc 0.0001% 0.13%
. 0.0139% 1.21% c. 0.0122% 1.07% .c 0.0016% 0.14%
c 0.0335% 1.56% cc 0.0335% 1.56%
s 0.0852% 1.64% cs 0.0160% 0.31% sc 0.0692% 1.33%
; 0.0002% 1.76% c; 0.0001% 0.61% ;c 0.0001% 1.15%
l 0.0830% 2.44% cl 0.0768% 2.25% lc 0.0062% 0.18%
" 0.0043% 2.91% c" 0.0005% 0.37% "c 0.0037% 2.54%
r 0.1281% 2.95% cr 0.0830% 1.91% rc 0.0451% 1.04%
n 0.1616% 3.00% cn 0.0006% 0.01% nc 0.1610% 2.98%
t 0.2444% 3.17% ct 0.2039% 2.64% tc 0.0406% 0.53%
- 0.0043% 4.36% c- 0.0005% 0.50% -c 0.0038% 3.86%
0.8087% 4.69% c␣ 0.0580% 0.34% ␣c 0.7507% 4.36%
e 0.5195% 5.52% ce 0.2751% 2.92% ec 0.2445% 2.60%
u 0.1770% 6.84% cu 0.0703% 2.71% uc 0.1068% 4.13%
/ 0.0033% 6.87% c/ 0.0005% 0.93% /c 0.0029% 5.94%
i 0.4147% 7.00% ci 0.1056% 1.78% ic 0.3091% 5.22%
o 0.4518% 7.10% co 0.3873% 6.09% oc 0.0645% 1.01%
h 0.2874% 7.12% ch 0.2855% 7.08% hc 0.0019% 0.05%
x 0.0131% 7.73% cx 0.0001% 0.04% xc 0.0130% 7.69%
a 0.6275% 9.78% ca 0.3721% 5.80% ac 0.2554% 3.98%
k 0.1492% 18.23% ck 0.1487% 18.17% kc 0.0005% 0.06%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
q 0.0001% 0.09% mq 0.0000% 0.04% qm 0.0000% 0.04%
w 0.0014% 0.09% mw 0.0006% 0.04% wm 0.0007% 0.05%
v 0.0010% 0.12% mv 0.0006% 0.07% vm 0.0004% 0.05%
t 0.0096% 0.13% mt 0.0011% 0.01% tm 0.0085% 0.11%
h 0.0056% 0.14% mh 0.0010% 0.02% hm 0.0046% 0.11%
k 0.0014% 0.17% mk 0.0004% 0.05% km 0.0011% 0.13%
j 0.0003% 0.18% mj 0.0003% 0.15% jm 0.0000% 0.02%
g 0.0048% 0.26% mg 0.0023% 0.13% gm 0.0025% 0.14%
c 0.0059% 0.27% mc 0.0049% 0.23% cm 0.0010% 0.05%
f 0.0044% 0.28% mf 0.0040% 0.26% fm 0.0003% 0.02%
x 0.0005% 0.29% mx 0.0001% 0.05% xm 0.0004% 0.24%
z 0.0002% 0.32% mz 0.0001% 0.13% zm 0.0001% 0.19%
n 0.0173% 0.32% mn 0.0068% 0.13% nm 0.0105% 0.20%
d 0.0092% 0.32% md 0.0011% 0.04% dm 0.0080% 0.28%
l 0.0188% 0.55% ml 0.0024% 0.07% lm 0.0164% 0.48%
: 0.0005% 1.15% m: 0.0005% 1.11% :m 0.0000% 0.03%
r 0.0615% 1.42% mr 0.0022% 0.05% rm 0.0594% 1.37%
s 0.0821% 1.58% ms 0.0464% 0.89% sm 0.0357% 0.69%
, 0.0151% 2.33% m, 0.0151% 2.32% ,m 0.0001% 0.01%
; 0.0002% 2.51% m; 0.0002% 1.96% ;m 0.0001% 0.55%
m 0.0529% 2.60% mm 0.0529% 2.60%
. 0.0303% 2.64% m. 0.0297% 2.59% .m 0.0005% 0.05%
? 0.0038% 2.71% m? 0.0038% 2.71% ?m 0.0000% 0.01%
b 0.0392% 2.94% mb 0.0376% 2.81% bm 0.0016% 0.12%
" 0.0045% 3.09% m" 0.0014% 0.95% "m 0.0031% 2.14%
- 0.0048% 4.80% m- 0.0007% 0.67% -m 0.0041% 4.13%
y 0.1092% 5.45% my 0.0993% 4.95% ym 0.0100% 0.50%
u 0.1446% 5.59% mu 0.0658% 2.54% um 0.0788% 3.04%
0.9767% 5.67% m␣ 0.2693% 1.56% ␣m 0.7074% 4.11%
i 0.3522% 5.95% mi 0.1592% 2.69% im 0.1930% 3.26%
/ 0.0034% 7.07% m/ 0.0009% 1.92% /m 0.0025% 5.15%
p 0.1236% 7.69% mp 0.1196% 7.44% pm 0.0040% 0.25%
e 0.7582% 8.06% me 0.5595% 5.95% em 0.1987% 2.11%
a 0.5189% 8.09% ma 0.3187% 4.97% am 0.2002% 3.12%
o 0.5832% 9.16% mo 0.2337% 3.67% om 0.3496% 5.49%
' 0.0583% 9.44% m' 0.0014% 0.23% 'm 0.0569% 9.21%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
y 0.0008% 0.04% yy 0.0008% 0.04%
j 0.0001% 0.08% yj 0.0001% 0.06% jy 0.0000% 0.01%
q 0.0001% 0.13% yq 0.0001% 0.09% qy 0.0000% 0.05%
v 0.0027% 0.32% yv 0.0002% 0.02% vy 0.0026% 0.30%
f 0.0085% 0.54% yf 0.0014% 0.09% fy 0.0070% 0.45%
g 0.0120% 0.66% yg 0.0014% 0.08% gy 0.0106% 0.59%
w 0.0107% 0.67% yw 0.0091% 0.57% wy 0.0016% 0.10%
i 0.0507% 0.86% yi 0.0503% 0.85% iy 0.0005% 0.01%
k 0.0074% 0.90% yk 0.0004% 0.05% ky 0.0070% 0.86%
c 0.0207% 0.96% yc 0.0056% 0.26% cy 0.0150% 0.70%
u 0.0288% 1.11% yu 0.0021% 0.08% uy 0.0267% 1.03%
h 0.0488% 1.21% yh 0.0003% 0.01% hy 0.0485% 1.20%
x 0.0021% 1.26% yx 0.0002% 0.09% xy 0.0020% 1.16%
d 0.0376% 1.33% yd 0.0025% 0.09% dy 0.0351% 1.24%
p 0.0247% 1.54% yp 0.0144% 0.90% py 0.0103% 0.64%
s 0.0932% 1.79% ys 0.0679% 1.31% sy 0.0253% 0.49%
t 0.1398% 1.81% yt 0.0285% 0.37% ty 0.1112% 1.44%
n 0.1090% 2.02% yn 0.0050% 0.09% ny 0.1040% 1.93%
: 0.0012% 2.75% y: 0.0012% 2.74% :y 0.0000% 0.02%
e 0.2739% 2.91% ye 0.1023% 1.09% ey 0.1716% 1.82%
- 0.0035% 3.53% y- 0.0026% 2.64% -y 0.0009% 0.90%
a 0.2381% 3.71% ya 0.0093% 0.14% ay 0.2288% 3.57%
r 0.1643% 3.79% yr 0.0052% 0.12% ry 0.1591% 3.66%
' 0.0248% 4.01% y' 0.0246% 3.99% 'y 0.0002% 0.03%
/ 0.0021% 4.32% y/ 0.0017% 3.55% /y 0.0004% 0.77%
" 0.0067% 4.60% y" 0.0046% 3.17% "y 0.0021% 1.43%
; 0.0005% 5.02% y; 0.0005% 5.02% ;y 0.0000% 0.00%
b 0.0686% 5.13% yb 0.0175% 1.31% by 0.0510% 3.82%
m 0.1092% 5.37% ym 0.0100% 0.49% my 0.0993% 4.88%
. 0.0720% 6.28% y. 0.0715% 6.24% .y 0.0005% 0.04%
? 0.0098% 7.00% y? 0.0098% 7.00% ?y 0.0000% 0.00%
o 0.4623% 7.26% yo 0.4415% 6.94% oy 0.0208% 0.33%
, 0.0514% 7.94% y, 0.0513% 7.92% ,y 0.0001% 0.01%
1.4707% 8.54% y␣ 1.0426% 6.05% ␣y 0.4281% 2.49%
z 0.0062% 8.59% yz 0.0015% 2.10% zy 0.0047% 6.50%
l 0.3916% 11.49% yl 0.0065% 0.19% ly 0.3851% 11.30%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
x 0.0001% 0.03% gx 0.0000% 0.01% xg 0.0000% 0.02%
v 0.0004% 0.04% gv 0.0000% 0.01% vg 0.0003% 0.04%
q 0.0000% 0.05% gq 0.0000% 0.03% qg 0.0000% 0.01%
c 0.0012% 0.05% gc 0.0004% 0.02% cg 0.0007% 0.03%
j 0.0001% 0.06% gj 0.0000% 0.02% jg 0.0001% 0.04%
w 0.0010% 0.06% gw 0.0008% 0.05% wg 0.0002% 0.01%
t 0.0058% 0.07% gt 0.0044% 0.06% tg 0.0013% 0.02%
z 0.0001% 0.12% gz 0.0001% 0.07% zg 0.0000% 0.04%
f 0.0021% 0.13% gf 0.0015% 0.10% fg 0.0006% 0.04%
b 0.0027% 0.20% gb 0.0022% 0.16% bg 0.0005% 0.04%
m 0.0048% 0.23% gm 0.0025% 0.12% mg 0.0023% 0.11%
p 0.0041% 0.25% gp 0.0014% 0.09% pg 0.0027% 0.17%
' 0.0017% 0.28% g' 0.0013% 0.21% 'g 0.0004% 0.06%
k 0.0027% 0.33% gk 0.0009% 0.11% kg 0.0018% 0.22%
d 0.0147% 0.52% gd 0.0011% 0.04% dg 0.0136% 0.48%
y 0.0120% 0.60% gy 0.0106% 0.53% yg 0.0014% 0.07%
s 0.0446% 0.86% gs 0.0420% 0.81% sg 0.0026% 0.05%
l 0.0337% 0.99% gl 0.0311% 0.91% lg 0.0026% 0.08%
g 0.0211% 1.17% gg 0.0211% 1.17%
: 0.0009% 1.98% g: 0.0008% 1.84% :g 0.0001% 0.14%
; 0.0003% 3.10% g; 0.0003% 2.98% ;g 0.0000% 0.12%
r 0.1395% 3.21% gr 0.0921% 2.12% rg 0.0474% 1.09%
e 0.3032% 3.22% ge 0.2486% 2.64% eg 0.0546% 0.58%
- 0.0032% 3.23% g- 0.0015% 1.54% -g 0.0017% 1.69%
o 0.2104% 3.30% go 0.1695% 2.66% og 0.0408% 0.64%
" 0.0051% 3.50% g" 0.0027% 1.85% "g 0.0024% 1.65%
, 0.0235% 3.64% g, 0.0235% 3.63% ,g 0.0000% 0.00%
a 0.2355% 3.67% ga 0.1111% 1.73% ag 0.1244% 1.94%
. 0.0448% 3.90% g. 0.0436% 3.80% .g 0.0012% 0.10%
? 0.0057% 4.06% g? 0.0057% 4.06% ?g 0.0000% 0.00%
i 0.2503% 4.23% gi 0.0855% 1.44% ig 0.1648% 2.78%
h 0.1755% 4.35% gh 0.1753% 4.34% hg 0.0002% 0.01%
/ 0.0026% 5.41% g/ 0.0014% 2.87% /g 0.0012% 2.54%
1.0435% 6.06% g␣ 0.6286% 3.65% ␣g 0.4149% 2.41%
u 0.1719% 6.64% gu 0.0727% 2.81% ug 0.0992% 3.83%
n 0.8292% 15.37% gn 0.0256% 0.48% ng 0.8035% 14.90%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
w 0.0010% 0.06% pw 0.0005% 0.03% wp 0.0005% 0.03%
q 0.0000% 0.07% pq 0.0000% 0.06% qp 0.0000% 0.01%
n 0.0041% 0.08% pn 0.0010% 0.02% np 0.0032% 0.06%
b 0.0014% 0.11% pb 0.0006% 0.04% bp 0.0009% 0.07%
z 0.0001% 0.11% pz 0.0000% 0.05% zp 0.0000% 0.06%
f 0.0025% 0.16% pf 0.0016% 0.10% fp 0.0009% 0.06%
k 0.0016% 0.19% pk 0.0004% 0.05% kp 0.0012% 0.14%
g 0.0041% 0.23% pg 0.0027% 0.15% gp 0.0014% 0.08%
d 0.0066% 0.23% pd 0.0033% 0.12% dp 0.0033% 0.12%
j 0.0005% 0.26% pj 0.0001% 0.05% jp 0.0004% 0.21%
c 0.0060% 0.28% pc 0.0040% 0.19% cp 0.0019% 0.09%
' 0.0021% 0.35% p' 0.0016% 0.27% 'p 0.0005% 0.08%
v 0.0051% 0.59% pv 0.0033% 0.38% vp 0.0018% 0.21%
t 0.0457% 0.59% pt 0.0435% 0.56% tp 0.0022% 0.03%
h 0.0387% 0.96% ph 0.0375% 0.93% hp 0.0012% 0.03%
y 0.0247% 1.23% py 0.0103% 0.51% yp 0.0144% 0.72%
? 0.0018% 1.29% p? 0.0018% 1.29% ?p 0.0000% 0.00%
, 0.0092% 1.43% p, 0.0092% 1.42% ,p 0.0000% 0.01%
. 0.0167% 1.46% p. 0.0163% 1.42% .p 0.0004% 0.03%
; 0.0002% 1.90% p; 0.0001% 1.40% ;p 0.0000% 0.51%
: 0.0010% 2.13% p: 0.0004% 0.83% :p 0.0006% 1.31%
i 0.1299% 2.19% pi 0.0846% 1.43% ip 0.0453% 0.77%
s 0.1357% 2.61% ps 0.0345% 0.66% sp 0.1012% 1.95%
" 0.0043% 2.93% p" 0.0010% 0.68% "p 0.0033% 2.25%
a 0.2592% 4.04% pa 0.1496% 2.33% ap 0.1096% 1.71%
e 0.3959% 4.21% pe 0.3091% 3.29% ep 0.0867% 0.92%
- 0.0043% 4.35% p- 0.0012% 1.18% -p 0.0031% 3.16%
0.7636% 4.43% p␣ 0.1281% 0.74% ␣p 0.6355% 3.69%
r 0.2185% 5.04% pr 0.2005% 4.62% rp 0.0180% 0.41%
p 0.0863% 5.37% pp 0.0863% 5.37%
o 0.3736% 5.87% po 0.1879% 2.95% op 0.1857% 2.92%
/ 0.0029% 5.92% p/ 0.0005% 0.99% /p 0.0024% 4.92%
m 0.1236% 6.08% pm 0.0040% 0.20% mp 0.1196% 5.88%
u 0.1753% 6.77% pu 0.0618% 2.39% up 0.1135% 4.39%
l 0.2447% 7.18% pl 0.2294% 6.73% lp 0.0153% 0.45%
x 0.0357% 21.06% px 0.0000% 0.03% xp 0.0356% 21.03%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
u 0.0007% 0.03% wu 0.0005% 0.02% uw 0.0002% 0.01%
x 0.0001% 0.04% wx 0.0000% 0.02% xw 0.0000% 0.02%
c 0.0009% 0.04% wc 0.0006% 0.03% cw 0.0002% 0.01%
g 0.0010% 0.06% wg 0.0002% 0.01% gw 0.0008% 0.05%
p 0.0010% 0.06% wp 0.0005% 0.03% pw 0.0005% 0.03%
m 0.0014% 0.07% wm 0.0007% 0.04% mw 0.0006% 0.03%
v 0.0006% 0.07% wv 0.0003% 0.04% vw 0.0003% 0.04%
b 0.0014% 0.10% wb 0.0011% 0.08% bw 0.0003% 0.02%
w 0.0023% 0.14% ww 0.0023% 0.14%
f 0.0027% 0.18% wf 0.0019% 0.12% fw 0.0009% 0.05%
z 0.0001% 0.20% wz 0.0000% 0.03% zw 0.0001% 0.17%
' 0.0013% 0.20% w' 0.0007% 0.12% 'w 0.0005% 0.09%
d 0.0059% 0.21% wd 0.0022% 0.08% dw 0.0037% 0.13%
q 0.0002% 0.29% wq 0.0001% 0.16% qw 0.0001% 0.13%
j 0.0006% 0.32% wj 0.0001% 0.08% jw 0.0005% 0.24%
k 0.0030% 0.36% wk 0.0012% 0.15% kw 0.0018% 0.21%
t 0.0351% 0.46% wt 0.0029% 0.04% tw 0.0322% 0.42%
y 0.0107% 0.53% wy 0.0016% 0.08% yw 0.0091% 0.45%
l 0.0202% 0.59% wl 0.0059% 0.17% lw 0.0143% 0.42%
r 0.0339% 0.78% wr 0.0247% 0.57% rw 0.0092% 0.21%
: 0.0004% 0.81% w: 0.0003% 0.76% :w 0.0000% 0.05%
s 0.0421% 0.81% ws 0.0234% 0.45% sw 0.0187% 0.36%
n 0.0540% 1.00% wn 0.0514% 0.95% nw 0.0026% 0.05%
. 0.0149% 1.30% w. 0.0139% 1.21% .w 0.0010% 0.09%
; 0.0001% 1.46% w; 0.0001% 0.79% ;w 0.0001% 0.67%
, 0.0100% 1.54% w, 0.0099% 1.52% ,w 0.0001% 0.02%
? 0.0023% 1.64% w? 0.0023% 1.63% ?w 0.0000% 0.01%
e 0.2851% 3.03% we 0.2233% 2.37% ew 0.0618% 0.66%
- 0.0034% 3.47% w- 0.0009% 0.89% -w 0.0026% 2.58%
" 0.0058% 3.97% w" 0.0007% 0.45% "w 0.0052% 3.52%
i 0.2459% 4.15% wi 0.2453% 4.14% iw 0.0006% 0.01%
/ 0.0026% 5.30% w/ 0.0007% 1.35% /w 0.0019% 3.95%
a 0.3406% 5.31% wa 0.2997% 4.67% aw 0.0409% 0.64%
1.2370% 7.18% w␣ 0.1746% 1.01% ␣w 1.0624% 6.17%
o 0.4662% 7.32% wo 0.1999% 3.14% ow 0.2663% 4.18%
h 0.3133% 7.77% wh 0.3118% 7.73% hw 0.0015% 0.04%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
h 0.0009% 0.02% fh 0.0001% 0.00% hf 0.0008% 0.02%
v 0.0003% 0.04% fv 0.0001% 0.01% vf 0.0002% 0.02%
q 0.0000% 0.07% fq 0.0000% 0.03% qf 0.0000% 0.04%
d 0.0020% 0.07% fd 0.0004% 0.01% df 0.0016% 0.06%
c 0.0020% 0.09% fc 0.0013% 0.06% cf 0.0007% 0.03%
j 0.0002% 0.11% fj 0.0001% 0.03% jf 0.0002% 0.08%
g 0.0021% 0.12% fg 0.0006% 0.03% gf 0.0015% 0.08%
' 0.0009% 0.14% f' 0.0004% 0.06% 'f 0.0005% 0.07%
p 0.0025% 0.15% fp 0.0009% 0.06% pf 0.0016% 0.10%
w 0.0027% 0.17% fw 0.0009% 0.05% wf 0.0019% 0.12%
s 0.0098% 0.19% fs 0.0047% 0.09% sf 0.0052% 0.10%
m 0.0044% 0.21% fm 0.0003% 0.02% mf 0.0040% 0.20%
k 0.0018% 0.22% fk 0.0003% 0.03% kf 0.0016% 0.19%
b 0.0033% 0.24% fb 0.0019% 0.14% bf 0.0014% 0.11%
z 0.0002% 0.25% fz 0.0001% 0.10% zf 0.0001% 0.15%
x 0.0004% 0.26% fx 0.0002% 0.12% xf 0.0002% 0.14%
y 0.0085% 0.42% fy 0.0070% 0.35% yf 0.0014% 0.07%
n 0.0321% 0.60% fn 0.0002% 0.00% nf 0.0319% 0.59%
t 0.0528% 0.68% ft 0.0451% 0.59% tf 0.0076% 0.10%
; 0.0001% 0.69% f; 0.0001% 0.69% ;f 0.0000% 0.00%
: 0.0003% 0.72% f: 0.0003% 0.67% :f 0.0000% 0.05%
, 0.0055% 0.85% f, 0.0055% 0.84% ,f 0.0000% 0.01%
? 0.0013% 0.91% f? 0.0013% 0.90% ?f 0.0000% 0.00%
. 0.0109% 0.95% f. 0.0105% 0.92% .f 0.0003% 0.03%
l 0.0606% 1.78% fl 0.0291% 0.85% lf 0.0315% 0.92%
a 0.1450% 2.26% fa 0.1018% 1.59% af 0.0432% 0.67%
e 0.2346% 2.49% fe 0.1477% 1.57% ef 0.0869% 0.92%
" 0.0039% 2.67% f" 0.0006% 0.43% "f 0.0033% 2.23%
r 0.1234% 2.84% fr 0.1084% 2.50% rf 0.0150% 0.35%
u 0.0962% 3.72% fu 0.0807% 3.12% uf 0.0155% 0.60%
/ 0.0019% 3.95% f/ 0.0005% 0.99% /f 0.0014% 2.96%
- 0.0056% 5.61% f- 0.0029% 2.91% -f 0.0027% 2.70%
i 0.3362% 5.68% fi 0.1500% 2.53% if 0.1862% 3.14%
f 0.0930% 5.97% ff 0.0930% 5.97%
1.1069% 6.43% f␣ 0.4846% 2.81% ␣f 0.6223% 3.61%
o 0.6708% 10.54% fo 0.2846% 4.47% of 0.3862% 6.07%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
n 0.0044% 0.08% bn 0.0007% 0.01% nb 0.0037% 0.07%
w 0.0014% 0.09% bw 0.0003% 0.02% wb 0.0011% 0.07%
p 0.0014% 0.09% bp 0.0009% 0.06% pb 0.0006% 0.03%
h 0.0043% 0.11% bh 0.0019% 0.05% hb 0.0024% 0.06%
d 0.0035% 0.12% bd 0.0008% 0.03% db 0.0027% 0.09%
c 0.0029% 0.14% bc 0.0021% 0.10% cb 0.0009% 0.04%
g 0.0027% 0.15% bg 0.0005% 0.03% gb 0.0022% 0.12%
k 0.0012% 0.15% bk 0.0002% 0.02% kb 0.0011% 0.13%
' 0.0010% 0.16% b' 0.0004% 0.07% 'b 0.0006% 0.09%
t 0.0143% 0.19% bt 0.0086% 0.11% tb 0.0057% 0.07%
f 0.0033% 0.21% bf 0.0014% 0.09% fb 0.0019% 0.12%
: 0.0001% 0.25% b: 0.0001% 0.23% :b 0.0000% 0.02%
z 0.0002% 0.32% bz 0.0001% 0.13% zb 0.0001% 0.18%
? 0.0005% 0.34% b? 0.0005% 0.34% ?b 0.0000% 0.00%
, 0.0024% 0.36% b, 0.0022% 0.34% ,b 0.0002% 0.02%
. 0.0049% 0.43% b. 0.0040% 0.35% .b 0.0009% 0.08%
b 0.0070% 0.52% bb 0.0070% 0.52%
x 0.0009% 0.55% bx 0.0000% 0.02% xb 0.0009% 0.53%
s 0.0304% 0.59% bs 0.0266% 0.51% sb 0.0038% 0.07%
v 0.0069% 0.80% bv 0.0068% 0.80% vb 0.0000% 0.00%
q 0.0006% 0.92% bq 0.0001% 0.13% qb 0.0005% 0.80%
; 0.0001% 1.24% b; 0.0000% 0.20% ;b 0.0001% 1.03%
r 0.0669% 1.54% br 0.0535% 1.23% rb 0.0134% 0.31%
m 0.0392% 1.93% bm 0.0016% 0.08% mb 0.0376% 1.85%
i 0.1190% 2.01% bi 0.0743% 1.25% ib 0.0447% 0.75%
" 0.0041% 2.77% b" 0.0003% 0.20% "b 0.0038% 2.57%
j 0.0061% 3.25% bj 0.0061% 3.22% jb 0.0001% 0.03%
y 0.0686% 3.42% by 0.0510% 2.55% yb 0.0175% 0.87%
o 0.2396% 3.76% bo 0.1666% 2.62% ob 0.0731% 1.15%
- 0.0040% 3.99% b- 0.0007% 0.66% -b 0.0033% 3.34%
/ 0.0022% 4.48% b/ 0.0003% 0.62% /b 0.0019% 3.86%
l 0.1536% 4.51% bl 0.1478% 4.34% lb 0.0058% 0.17%
e 0.4380% 4.66% be 0.4196% 4.46% eb 0.0184% 0.20%
a 0.3082% 4.80% ba 0.1363% 2.12% ab 0.1719% 2.68%
0.8618% 5.00% b␣ 0.0212% 0.12% ␣b 0.8406% 4.88%
u 0.2472% 9.55% bu 0.2034% 7.86% ub 0.0439% 1.69%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
i 0.0052% 0.09% .i 0.0018% 0.03% i. 0.0034% 0.06%
v 0.0009% 0.11% .v 0.0000% 0.01% v. 0.0009% 0.10%
, 0.0007% 0.11% ., 0.0006% 0.09% ,. 0.0001% 0.02%
- 0.0001% 0.11% .- 0.0001% 0.07% -. 0.0000% 0.05%
/ 0.0001% 0.13% ./ 0.0000% 0.06% /. 0.0000% 0.07%
: 0.0001% 0.19% .: 0.0000% 0.11% :. 0.0000% 0.08%
a 0.0148% 0.23% .a 0.0012% 0.02% a. 0.0136% 0.21%
; 0.0000% 0.26% .; 0.0000% 0.16% ;. 0.0000% 0.10%
' 0.0019% 0.31% .' 0.0005% 0.07% '. 0.0015% 0.24%
b 0.0049% 0.37% .b 0.0009% 0.07% b. 0.0040% 0.30%
q 0.0003% 0.39% .q 0.0000% 0.02% q. 0.0002% 0.37%
u 0.0101% 0.39% .u 0.0002% 0.01% u. 0.0099% 0.38%
j 0.0008% 0.43% .j 0.0003% 0.16% j. 0.0005% 0.28%
o 0.0298% 0.47% .o 0.0007% 0.01% o. 0.0291% 0.46%
? 0.0007% 0.51% .? 0.0005% 0.35% ?. 0.0002% 0.16%
c 0.0139% 0.65% .c 0.0016% 0.08% c. 0.0122% 0.57%
f 0.0109% 0.70% .f 0.0003% 0.02% f. 0.0105% 0.68%
h 0.0316% 0.78% .h 0.0005% 0.01% h. 0.0311% 0.77%
w 0.0149% 0.93% .w 0.0010% 0.06% w. 0.0139% 0.87%
z 0.0007% 0.98% .z 0.0000% 0.04% z. 0.0007% 0.94%
p 0.0167% 1.04% .p 0.0004% 0.02% p. 0.0163% 1.02%
l 0.0385% 1.13% .l 0.0003% 0.01% l. 0.0382% 1.12%
r 0.0543% 1.25% .r 0.0003% 0.01% r. 0.0540% 1.24%
n 0.0714% 1.32% .n 0.0006% 0.01% n. 0.0708% 1.31%
m 0.0303% 1.49% .m 0.0005% 0.03% m. 0.0297% 1.46%
x 0.0030% 1.75% .x 0.0001% 0.06% x. 0.0029% 1.69%
t 0.1374% 1.78% .t 0.0014% 0.02% t. 0.1359% 1.76%
e 0.1834% 1.95% .e 0.0014% 0.01% e. 0.1820% 1.94%
k 0.0196% 2.40% .k 0.0002% 0.02% k. 0.0195% 2.38%
g 0.0448% 2.48% .g 0.0012% 0.06% g. 0.0436% 2.41%
d 0.0732% 2.58% .d 0.0005% 0.02% d. 0.0727% 2.57%
s 0.1738% 3.34% .s 0.0017% 0.03% s. 0.1722% 3.31%
0.5795% 3.36% .␣ 0.5745% 3.34% ␣. 0.0050% 0.03%
y 0.0720% 3.59% .y 0.0005% 0.02% y. 0.0715% 3.57%
. 0.0855% 7.46% .. 0.0855% 7.46%
" 0.0183% 12.46% ." 0.0095% 6.49% ". 0.0087% 5.97%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
h 0.0003% 0.01% vh 0.0001% 0.00% hv 0.0002% 0.01%
f 0.0003% 0.02% vf 0.0002% 0.01% fv 0.0001% 0.01%
c 0.0004% 0.02% vc 0.0002% 0.01% cv 0.0003% 0.01%
g 0.0004% 0.02% vg 0.0003% 0.02% gv 0.0000% 0.00%
k 0.0002% 0.03% vk 0.0000% 0.00% kv 0.0002% 0.03%
v 0.0003% 0.03% vv 0.0003% 0.03%
t 0.0030% 0.04% vt 0.0004% 0.01% tv 0.0026% 0.03%
w 0.0006% 0.04% vw 0.0003% 0.02% wv 0.0003% 0.02%
q 0.0000% 0.05% vq 0.0000% 0.01% qv 0.0000% 0.03%
m 0.0010% 0.05% vm 0.0004% 0.02% mv 0.0006% 0.03%
; 0.0000% 0.06% v; 0.0000% 0.06% ;v 0.0000% 0.00%
? 0.0001% 0.06% v? 0.0001% 0.06% ?v 0.0000% 0.00%
j 0.0001% 0.06% vj 0.0000% 0.00% jv 0.0001% 0.06%
. 0.0009% 0.08% v. 0.0009% 0.07% .v 0.0000% 0.00%
x 0.0001% 0.08% vx 0.0001% 0.03% xv 0.0001% 0.05%
, 0.0005% 0.08% v, 0.0005% 0.08% ,v 0.0000% 0.00%
u 0.0022% 0.09% vu 0.0009% 0.04% uv 0.0013% 0.05%
s 0.0057% 0.11% vs 0.0050% 0.10% sv 0.0007% 0.01%
y 0.0027% 0.14% vy 0.0026% 0.13% yv 0.0002% 0.01%
p 0.0051% 0.32% vp 0.0018% 0.11% pv 0.0033% 0.20%
d 0.0090% 0.32% vd 0.0003% 0.01% dv 0.0087% 0.31%
z 0.0002% 0.35% vz 0.0001% 0.18% zv 0.0001% 0.17%
" 0.0006% 0.38% v" 0.0000% 0.03% "v 0.0005% 0.35%
: 0.0002% 0.39% v: 0.0002% 0.35% :v 0.0000% 0.05%
l 0.0156% 0.46% vl 0.0007% 0.02% lv 0.0149% 0.44%
n 0.0268% 0.50% vn 0.0002% 0.00% nv 0.0265% 0.49%
b 0.0069% 0.51% vb 0.0000% 0.00% bv 0.0068% 0.51%
r 0.0257% 0.59% vr 0.0005% 0.01% rv 0.0251% 0.58%
0.1068% 0.62% v␣ 0.0049% 0.03% ␣v 0.1020% 0.59%
- 0.0007% 0.74% v- 0.0001% 0.15% -v 0.0006% 0.59%
/ 0.0005% 1.04% v/ 0.0001% 0.17% /v 0.0004% 0.87%
o 0.1400% 2.20% vo 0.0354% 0.56% ov 0.1045% 1.64%
a 0.2468% 3.85% va 0.0513% 0.80% av 0.1955% 3.05%
i 0.2649% 4.47% vi 0.1354% 2.29% iv 0.1295% 2.19%
' 0.0304% 4.91% v' 0.0003% 0.05% 'v 0.0301% 4.87%
e 0.8248% 8.77% ve 0.6200% 6.59% ev 0.2049% 2.18%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
q 0.0000% 0.01% kq 0.0000% 0.01% qk 0.0000% 0.00%
t 0.0015% 0.02% kt 0.0012% 0.01% tk 0.0004% 0.00%
v 0.0002% 0.03% kv 0.0002% 0.02% vk 0.0000% 0.00%
h 0.0016% 0.04% kh 0.0014% 0.04% hk 0.0002% 0.01%
x 0.0001% 0.05% kx 0.0000% 0.00% xk 0.0001% 0.04%
m 0.0014% 0.07% km 0.0011% 0.05% mk 0.0004% 0.02%
b 0.0012% 0.09% kb 0.0011% 0.08% bk 0.0002% 0.01%
p 0.0016% 0.10% kp 0.0012% 0.07% pk 0.0004% 0.03%
k 0.0009% 0.11% kk 0.0009% 0.11%
d 0.0031% 0.11% kd 0.0011% 0.04% dk 0.0020% 0.07%
f 0.0018% 0.12% kf 0.0016% 0.10% fk 0.0003% 0.02%
g 0.0027% 0.15% kg 0.0018% 0.10% gk 0.0009% 0.05%
j 0.0003% 0.18% kj 0.0001% 0.08% jk 0.0002% 0.10%
w 0.0030% 0.19% kw 0.0018% 0.11% wk 0.0012% 0.08%
' 0.0013% 0.22% k' 0.0011% 0.18% 'k 0.0002% 0.04%
z 0.0002% 0.31% kz 0.0001% 0.15% zk 0.0001% 0.16%
u 0.0080% 0.31% ku 0.0033% 0.13% uk 0.0047% 0.18%
y 0.0074% 0.37% ky 0.0070% 0.35% yk 0.0004% 0.02%
l 0.0316% 0.93% kl 0.0068% 0.20% lk 0.0248% 0.73%
: 0.0004% 0.98% k: 0.0004% 0.97% :k 0.0000% 0.00%
" 0.0017% 1.16% k" 0.0012% 0.82% "k 0.0005% 0.34%
; 0.0001% 1.26% k; 0.0001% 1.26% ;k 0.0000% 0.00%
o 0.0815% 1.28% ko 0.0054% 0.09% ok 0.0761% 1.20%
r 0.0598% 1.38% kr 0.0028% 0.06% rk 0.0571% 1.32%
- 0.0015% 1.53% k- 0.0011% 1.09% -k 0.0004% 0.44%
s 0.0841% 1.62% ks 0.0503% 0.97% sk 0.0338% 0.65%
. 0.0196% 1.71% k. 0.0195% 1.70% .k 0.0002% 0.02%
, 0.0121% 1.86% k, 0.0121% 1.86% ,k 0.0000% 0.00%
0.3319% 1.93% k␣ 0.2074% 1.20% ␣k 0.1245% 0.72%
? 0.0029% 2.08% k? 0.0029% 2.08% ?k 0.0000% 0.00%
a 0.1356% 2.11% ka 0.0186% 0.29% ak 0.1170% 1.82%
/ 0.0011% 2.30% k/ 0.0007% 1.44% /k 0.0004% 0.86%
n 0.1541% 2.86% kn 0.0573% 1.06% nk 0.0967% 1.79%
e 0.2901% 3.08% ke 0.2758% 2.93% ek 0.0143% 0.15%
i 0.2405% 4.06% ki 0.1296% 2.19% ik 0.1109% 1.87%
c 0.1492% 6.96% kc 0.0005% 0.02% ck 0.1487% 6.94%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0000% 0.01% ,, 0.0000% 0.01%
- 0.0000% 0.01% ,- 0.0000% 0.00% -, 0.0000% 0.01%
/ 0.0000% 0.02% ,/ 0.0000% 0.01% /, 0.0000% 0.00%
; 0.0000% 0.02% ,; 0.0000% 0.00% ;, 0.0000% 0.02%
: 0.0000% 0.03% ,: 0.0000% 0.00% :, 0.0000% 0.02%
? 0.0000% 0.03% ,? 0.0000% 0.00% ?, 0.0000% 0.03%
i 0.0027% 0.05% ,i 0.0002% 0.00% i, 0.0024% 0.04%
. 0.0007% 0.06% ,. 0.0001% 0.01% ., 0.0006% 0.05%
v 0.0005% 0.06% ,v 0.0000% 0.00% v, 0.0005% 0.06%
j 0.0002% 0.09% ,j 0.0000% 0.01% j, 0.0002% 0.09%
' 0.0008% 0.12% ,' 0.0001% 0.02% ', 0.0007% 0.11%
a 0.0100% 0.16% ,a 0.0002% 0.00% a, 0.0098% 0.15%
b 0.0024% 0.18% ,b 0.0002% 0.01% b, 0.0022% 0.16%
u 0.0052% 0.20% ,u 0.0000% 0.00% u, 0.0052% 0.20%
q 0.0001% 0.21% ,q 0.0000% 0.00% q, 0.0001% 0.21%
c 0.0050% 0.23% ,c 0.0000% 0.00% c, 0.0049% 0.23%
f 0.0055% 0.35% ,f 0.0000% 0.00% f, 0.0055% 0.35%
o 0.0241% 0.38% ,o 0.0001% 0.00% o, 0.0241% 0.38%
p 0.0092% 0.57% ,p 0.0000% 0.00% p, 0.0092% 0.57%
w 0.0100% 0.63% ,w 0.0001% 0.01% w, 0.0099% 0.62%
h 0.0260% 0.64% ,h 0.0001% 0.00% h, 0.0259% 0.64%
l 0.0242% 0.71% ,l 0.0000% 0.00% l, 0.0242% 0.71%
z 0.0005% 0.73% ,z 0.0000% 0.01% z, 0.0005% 0.73%
m 0.0151% 0.74% ,m 0.0001% 0.00% m, 0.0151% 0.74%
r 0.0340% 0.78% ,r 0.0000% 0.00% r, 0.0340% 0.78%
n 0.0463% 0.86% ,n 0.0000% 0.00% n, 0.0462% 0.86%
t 0.0698% 0.90% ,t 0.0002% 0.00% t, 0.0695% 0.90%
e 0.1031% 1.10% ,e 0.0001% 0.00% e, 0.1031% 1.10%
x 0.0020% 1.19% ,x 0.0000% 0.00% x, 0.0020% 1.19%
g 0.0235% 1.30% ,g 0.0000% 0.00% g, 0.0235% 1.30%
k 0.0121% 1.47% ,k 0.0000% 0.00% k, 0.0121% 1.47%
d 0.0433% 1.53% ,d 0.0001% 0.00% d, 0.0433% 1.53%
s 0.1070% 2.06% ,s 0.0001% 0.00% s, 0.1069% 2.06%
y 0.0514% 2.57% ,y 0.0001% 0.00% y, 0.0513% 2.56%
0.6464% 3.75% ,␣ 0.6448% 3.74% ␣, 0.0016% 0.01%
" 0.0056% 3.81% ," 0.0017% 1.18% ", 0.0039% 2.63%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
- 0.0000% 0.04% '- 0.0000% 0.03% -' 0.0000% 0.00%
/ 0.0000% 0.04% '/ 0.0000% 0.03% /' 0.0000% 0.00%
h 0.0019% 0.05% 'h 0.0005% 0.01% h' 0.0014% 0.03%
f 0.0009% 0.05% 'f 0.0005% 0.03% f' 0.0004% 0.03%
o 0.0042% 0.07% 'o 0.0005% 0.01% o' 0.0037% 0.06%
a 0.0043% 0.07% 'a 0.0014% 0.02% a' 0.0029% 0.05%
c 0.0015% 0.07% 'c 0.0008% 0.04% c' 0.0007% 0.03%
' 0.0004% 0.07% '' 0.0004% 0.07%
b 0.0010% 0.07% 'b 0.0006% 0.04% b' 0.0004% 0.03%
w 0.0013% 0.08% 'w 0.0005% 0.03% w' 0.0007% 0.04%
" 0.0001% 0.09% '" 0.0001% 0.06% "' 0.0000% 0.03%
g 0.0017% 0.09% 'g 0.0004% 0.02% g' 0.0013% 0.07%
0.0189% 0.11% '␣ 0.0091% 0.05% ␣' 0.0098% 0.06%
j 0.0002% 0.12% 'j 0.0001% 0.06% j' 0.0001% 0.06%
, 0.0008% 0.12% ', 0.0007% 0.10% ,' 0.0001% 0.02%
p 0.0021% 0.13% 'p 0.0005% 0.03% p' 0.0016% 0.10%
q 0.0001% 0.14% 'q 0.0000% 0.05% q' 0.0001% 0.09%
x 0.0003% 0.16% 'x 0.0000% 0.00% x' 0.0003% 0.16%
k 0.0013% 0.16% 'k 0.0002% 0.03% k' 0.0011% 0.14%
. 0.0019% 0.17% '. 0.0015% 0.13% .' 0.0005% 0.04%
; 0.0000% 0.22% '; 0.0000% 0.20% ;' 0.0000% 0.02%
z 0.0002% 0.27% 'z 0.0000% 0.05% z' 0.0002% 0.21%
? 0.0004% 0.27% '? 0.0002% 0.15% ?' 0.0002% 0.11%
: 0.0002% 0.41% ': 0.0001% 0.17% :' 0.0001% 0.24%
e 0.0586% 0.62% 'e 0.0007% 0.01% e' 0.0579% 0.62%
l 0.0216% 0.63% 'l 0.0195% 0.57% l' 0.0021% 0.06%
d 0.0272% 0.96% 'd 0.0208% 0.73% d' 0.0064% 0.22%
y 0.0248% 1.24% 'y 0.0002% 0.01% y' 0.0246% 1.23%
r 0.0581% 1.34% 'r 0.0533% 1.23% r' 0.0048% 0.11%
i 0.0968% 1.63% 'i 0.0007% 0.01% i' 0.0962% 1.62%
u 0.0457% 1.76% 'u 0.0002% 0.01% u' 0.0455% 1.76%
m 0.0583% 2.87% 'm 0.0569% 2.80% m' 0.0014% 0.07%
v 0.0304% 3.55% 'v 0.0301% 3.52% v' 0.0003% 0.03%
n 0.2101% 3.89% 'n 0.0005% 0.01% n' 0.2095% 3.88%
s 0.2228% 4.28% 's 0.2188% 4.21% s' 0.0040% 0.08%
t 0.3467% 4.50% 't 0.2034% 2.64% t' 0.1433% 1.86%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
; 0.0000% 0.00% j; 0.0000% 0.00% ;j 0.0000% 0.00%
h 0.0002% 0.00% jh 0.0001% 0.00% hj 0.0001% 0.00%
t 0.0003% 0.00% jt 0.0001% 0.00% tj 0.0002% 0.00%
g 0.0001% 0.01% jg 0.0001% 0.00% gj 0.0000% 0.00%
y 0.0001% 0.01% jy 0.0000% 0.00% yj 0.0001% 0.01%
l 0.0003% 0.01% jl 0.0000% 0.00% lj 0.0003% 0.01%
c 0.0002% 0.01% jc 0.0001% 0.01% cj 0.0001% 0.00%
f 0.0002% 0.01% jf 0.0002% 0.01% fj 0.0001% 0.00%
v 0.0001% 0.01% jv 0.0001% 0.01% vj 0.0000% 0.00%
: 0.0000% 0.02% j: 0.0000% 0.01% :j 0.0000% 0.00%
m 0.0003% 0.02% jm 0.0000% 0.00% mj 0.0003% 0.01%
s 0.0009% 0.02% js 0.0003% 0.01% sj 0.0006% 0.01%
? 0.0000% 0.02% j? 0.0000% 0.02% ?j 0.0000% 0.00%
x 0.0000% 0.02% jx 0.0000% 0.00% xj 0.0000% 0.02%
r 0.0008% 0.02% jr 0.0003% 0.01% rj 0.0005% 0.01%
q 0.0000% 0.02% jq 0.0000% 0.02% qj 0.0000% 0.00%
z 0.0000% 0.03% jz 0.0000% 0.02% zj 0.0000% 0.01%
, 0.0002% 0.03% j, 0.0002% 0.02% ,j 0.0000% 0.00%
p 0.0005% 0.03% jp 0.0004% 0.02% pj 0.0001% 0.01%
' 0.0002% 0.04% j' 0.0001% 0.02% 'j 0.0001% 0.02%
w 0.0006% 0.04% jw 0.0005% 0.03% wj 0.0001% 0.01%
k 0.0003% 0.04% jk 0.0002% 0.02% kj 0.0001% 0.02%
d 0.0017% 0.06% jd 0.0001% 0.00% dj 0.0016% 0.06%
i 0.0037% 0.06% ji 0.0027% 0.05% ij 0.0010% 0.02%
. 0.0008% 0.07% j. 0.0005% 0.05% .j 0.0003% 0.03%
j 0.0002% 0.10% jj 0.0002% 0.10%
n 0.0087% 0.16% jn 0.0001% 0.00% nj 0.0086% 0.16%
e 0.0214% 0.23% je 0.0193% 0.21% ej 0.0021% 0.02%
a 0.0178% 0.28% ja 0.0110% 0.17% aj 0.0068% 0.11%
- 0.0004% 0.37% j- 0.0000% 0.03% -j 0.0003% 0.34%
b 0.0061% 0.46% jb 0.0001% 0.00% bj 0.0061% 0.45%
" 0.0009% 0.63% j" 0.0000% 0.00% "j 0.0009% 0.63%
o 0.0405% 0.64% jo 0.0372% 0.59% oj 0.0032% 0.05%
/ 0.0004% 0.82% j/ 0.0000% 0.04% /j 0.0004% 0.78%
0.1480% 0.86% j␣ 0.0013% 0.01% ␣j 0.1466% 0.85%
u 0.1152% 4.45% ju 0.1147% 4.43% uj 0.0005% 0.02%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
g 0.0001% 0.00% xg 0.0000% 0.00% gx 0.0000% 0.00%
w 0.0001% 0.00% xw 0.0000% 0.00% wx 0.0000% 0.00%
k 0.0001% 0.01% xk 0.0001% 0.01% kx 0.0000% 0.00%
l 0.0003% 0.01% xl 0.0003% 0.01% lx 0.0000% 0.00%
s 0.0006% 0.01% xs 0.0005% 0.01% sx 0.0001% 0.00%
v 0.0001% 0.02% xv 0.0001% 0.01% vx 0.0001% 0.01%
j 0.0000% 0.02% xj 0.0000% 0.01% jx 0.0000% 0.00%
r 0.0007% 0.02% xr 0.0003% 0.01% rx 0.0005% 0.01%
m 0.0005% 0.02% xm 0.0004% 0.02% mx 0.0001% 0.00%
h 0.0010% 0.02% xh 0.0009% 0.02% hx 0.0001% 0.00%
n 0.0014% 0.03% xn 0.0000% 0.00% nx 0.0014% 0.03%
f 0.0004% 0.03% xf 0.0002% 0.02% fx 0.0002% 0.01%
d 0.0010% 0.04% xd 0.0006% 0.02% dx 0.0003% 0.01%
q 0.0000% 0.04% xq 0.0000% 0.03% qx 0.0000% 0.01%
' 0.0003% 0.04% x' 0.0003% 0.04% 'x 0.0000% 0.00%
b 0.0009% 0.07% xb 0.0009% 0.07% bx 0.0000% 0.00%
z 0.0001% 0.08% xz 0.0000% 0.05% zx 0.0000% 0.03%
y 0.0021% 0.11% xy 0.0020% 0.10% yx 0.0002% 0.01%
0.0310% 0.18% x␣ 0.0241% 0.14% ␣x 0.0069% 0.04%
o 0.0118% 0.19% xo 0.0012% 0.02% ox 0.0107% 0.17%
; 0.0000% 0.24% x; 0.0000% 0.24% ;x 0.0000% 0.00%
: 0.0001% 0.25% x: 0.0001% 0.22% :x 0.0000% 0.03%
. 0.0030% 0.26% x. 0.0029% 0.25% .x 0.0001% 0.01%
? 0.0004% 0.28% x? 0.0004% 0.28% ?x 0.0000% 0.00%
u 0.0078% 0.30% xu 0.0062% 0.24% ux 0.0016% 0.06%
, 0.0020% 0.31% x, 0.0020% 0.31% ,x 0.0000% 0.00%
t 0.0257% 0.33% xt 0.0246% 0.32% tx 0.0011% 0.01%
" 0.0005% 0.34% x" 0.0004% 0.26% "x 0.0001% 0.08%
i 0.0274% 0.46% xi 0.0174% 0.29% ix 0.0100% 0.17%
a 0.0320% 0.50% xa 0.0204% 0.32% ax 0.0117% 0.18%
x 0.0010% 0.58% xx 0.0010% 0.58%
c 0.0131% 0.61% xc 0.0130% 0.61% cx 0.0001% 0.00%
/ 0.0004% 0.77% x/ 0.0002% 0.48% /x 0.0001% 0.29%
- 0.0014% 1.40% x- 0.0013% 1.34% -x 0.0001% 0.06%
e 0.1334% 1.42% xe 0.0108% 0.12% ex 0.1226% 1.30%
p 0.0357% 2.22% xp 0.0356% 2.22% px 0.0000% 0.00%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0001% 0.02% "' 0.0000% 0.01% '" 0.0001% 0.01%
o 0.0036% 0.06% "o 0.0026% 0.04% o" 0.0010% 0.02%
u 0.0016% 0.06% "u 0.0010% 0.04% u" 0.0006% 0.02%
v 0.0006% 0.07% "v 0.0005% 0.06% v" 0.0000% 0.01%
a 0.0050% 0.08% "a 0.0041% 0.06% a" 0.0009% 0.01%
i 0.0071% 0.12% "i 0.0068% 0.12% i" 0.0003% 0.00%
e 0.0118% 0.13% "e 0.0020% 0.02% e" 0.0098% 0.10%
" 0.0002% 0.13% "" 0.0002% 0.13%
n 0.0069% 0.13% "n 0.0029% 0.05% n" 0.0040% 0.07%
h 0.0054% 0.13% "h 0.0039% 0.10% h" 0.0015% 0.04%
r 0.0058% 0.13% "r 0.0026% 0.06% r" 0.0032% 0.07%
l 0.0051% 0.15% "l 0.0026% 0.08% l" 0.0025% 0.07%
t 0.0127% 0.16% "t 0.0068% 0.09% t" 0.0059% 0.08%
- 0.0002% 0.20% "- 0.0001% 0.13% -" 0.0001% 0.07%
c 0.0043% 0.20% "c 0.0037% 0.17% c" 0.0005% 0.03%
k 0.0017% 0.21% "k 0.0005% 0.06% k" 0.0012% 0.15%
z 0.0002% 0.21% "z 0.0001% 0.09% z" 0.0001% 0.12%
m 0.0045% 0.22% "m 0.0031% 0.15% m" 0.0014% 0.07%
f 0.0039% 0.25% "f 0.0033% 0.21% f" 0.0006% 0.04%
: 0.0001% 0.25% ": 0.0001% 0.16% :" 0.0000% 0.09%
/ 0.0001% 0.26% "/ 0.0001% 0.17% /" 0.0000% 0.09%
d 0.0075% 0.27% "d 0.0031% 0.11% d" 0.0045% 0.16%
p 0.0043% 0.27% "p 0.0033% 0.20% p" 0.0010% 0.06%
s 0.0147% 0.28% "s 0.0060% 0.12% s" 0.0086% 0.17%
g 0.0051% 0.28% "g 0.0024% 0.13% g" 0.0027% 0.15%
x 0.0005% 0.29% "x 0.0001% 0.07% x" 0.0004% 0.23%
b 0.0041% 0.30% "b 0.0038% 0.28% b" 0.0003% 0.02%
q 0.0002% 0.32% "q 0.0002% 0.28% q" 0.0000% 0.04%
y 0.0067% 0.34% "y 0.0021% 0.10% y" 0.0046% 0.23%
w 0.0058% 0.37% "w 0.0052% 0.32% w" 0.0007% 0.04%
j 0.0009% 0.49% "j 0.0009% 0.49% j" 0.0000% 0.00%
0.1104% 0.64% "␣ 0.0449% 0.26% ␣" 0.0655% 0.38%
, 0.0056% 0.86% ", 0.0039% 0.59% ," 0.0017% 0.27%
; 0.0001% 1.07% "; 0.0001% 0.93% ;" 0.0000% 0.14%
. 0.0183% 1.59% ". 0.0087% 0.76% ." 0.0095% 0.83%
? 0.0042% 3.02% "? 0.0013% 0.95% ?" 0.0029% 2.07%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0000% 0.01% ?, 0.0000% 0.01% ,? 0.0000% 0.00%
i 0.0006% 0.01% ?i 0.0000% 0.00% i? 0.0006% 0.01%
v 0.0001% 0.01% ?v 0.0000% 0.00% v? 0.0001% 0.01%
j 0.0000% 0.01% ?j 0.0000% 0.00% j? 0.0000% 0.01%
- 0.0000% 0.01% ?- 0.0000% 0.01% -? 0.0000% 0.01%
/ 0.0000% 0.02% ?/ 0.0000% 0.01% /? 0.0000% 0.01%
a 0.0018% 0.03% ?a 0.0000% 0.00% a? 0.0018% 0.03%
b 0.0005% 0.04% ?b 0.0000% 0.00% b? 0.0005% 0.04%
c 0.0010% 0.04% ?c 0.0000% 0.00% c? 0.0009% 0.04%
' 0.0004% 0.06% ?' 0.0002% 0.03% '? 0.0002% 0.03%
o 0.0040% 0.06% ?o 0.0000% 0.00% o? 0.0040% 0.06%
. 0.0007% 0.06% ?. 0.0002% 0.02% .? 0.0005% 0.04%
q 0.0000% 0.07% ?q 0.0000% 0.00% q? 0.0000% 0.07%
: 0.0000% 0.07% ?: 0.0000% 0.06% :? 0.0000% 0.00%
f 0.0013% 0.08% ?f 0.0000% 0.00% f? 0.0013% 0.08%
u 0.0023% 0.09% ?u 0.0000% 0.00% u? 0.0023% 0.09%
h 0.0037% 0.09% ?h 0.0000% 0.00% h? 0.0037% 0.09%
p 0.0018% 0.11% ?p 0.0000% 0.00% p? 0.0018% 0.11%
l 0.0039% 0.11% ?l 0.0000% 0.00% l? 0.0039% 0.11%
z 0.0001% 0.11% ?z 0.0000% 0.00% z? 0.0001% 0.11%
; 0.0000% 0.12% ?; 0.0000% 0.10% ;? 0.0000% 0.02%
r 0.0062% 0.14% ?r 0.0000% 0.00% r? 0.0062% 0.14%
w 0.0023% 0.14% ?w 0.0000% 0.00% w? 0.0023% 0.14%
n 0.0096% 0.18% ?n 0.0000% 0.00% n? 0.0096% 0.18%
m 0.0038% 0.19% ?m 0.0000% 0.00% m? 0.0038% 0.19%
e 0.0212% 0.23% ?e 0.0000% 0.00% e? 0.0212% 0.23%
x 0.0004% 0.23% ?x 0.0000% 0.00% x? 0.0004% 0.23%
d 0.0079% 0.28% ?d 0.0000% 0.00% d? 0.0079% 0.28%
t 0.0219% 0.28% ?t 0.0000% 0.00% t? 0.0219% 0.28%
g 0.0057% 0.31% ?g 0.0000% 0.00% g? 0.0057% 0.31%
k 0.0029% 0.36% ?k 0.0000% 0.00% k? 0.0029% 0.36%
0.0658% 0.38% ?␣ 0.0641% 0.37% ␣? 0.0018% 0.01%
s 0.0202% 0.39% ?s 0.0000% 0.00% s? 0.0202% 0.39%
y 0.0098% 0.49% ?y 0.0000% 0.00% y? 0.0098% 0.49%
? 0.0032% 2.32% ?? 0.0032% 2.32%
" 0.0042% 2.89% ?" 0.0029% 1.98% "? 0.0013% 0.91%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0000% 0.00% -, 0.0000% 0.00% ,- 0.0000% 0.00%
' 0.0000% 0.01% -' 0.0000% 0.00% '- 0.0000% 0.01%
. 0.0001% 0.01% -. 0.0000% 0.00% .- 0.0001% 0.01%
? 0.0000% 0.01% -? 0.0000% 0.00% ?- 0.0000% 0.01%
u 0.0017% 0.07% -u 0.0014% 0.05% u- 0.0003% 0.01%
a 0.0048% 0.08% -a 0.0034% 0.05% a- 0.0014% 0.02%
v 0.0007% 0.09% -v 0.0006% 0.07% v- 0.0001% 0.02%
h 0.0035% 0.09% -h 0.0019% 0.05% h- 0.0016% 0.04%
i 0.0059% 0.10% -i 0.0026% 0.04% i- 0.0033% 0.06%
o 0.0074% 0.12% -o 0.0030% 0.05% o- 0.0043% 0.07%
e 0.0112% 0.12% -e 0.0024% 0.03% e- 0.0088% 0.09%
t 0.0103% 0.13% -t 0.0047% 0.06% t- 0.0056% 0.07%
" 0.0002% 0.13% -" 0.0001% 0.05% "- 0.0001% 0.09%
s 0.0084% 0.16% -s 0.0061% 0.12% s- 0.0023% 0.04%
n 0.0091% 0.17% -n 0.0013% 0.02% n- 0.0078% 0.14%
l 0.0059% 0.17% -l 0.0028% 0.08% l- 0.0031% 0.09%
y 0.0035% 0.18% -y 0.0009% 0.04% y- 0.0026% 0.13%
g 0.0032% 0.18% -g 0.0017% 0.09% g- 0.0015% 0.08%
r 0.0080% 0.18% -r 0.0029% 0.07% r- 0.0050% 0.12%
k 0.0015% 0.19% -k 0.0004% 0.05% k- 0.0011% 0.13%
/ 0.0001% 0.19% -/ 0.0000% 0.10% /- 0.0000% 0.09%
j 0.0004% 0.20% -j 0.0003% 0.18% j- 0.0000% 0.01%
c 0.0043% 0.20% -c 0.0038% 0.18% c- 0.0005% 0.02%
w 0.0034% 0.22% -w 0.0026% 0.16% w- 0.0009% 0.06%
d 0.0063% 0.22% -d 0.0029% 0.10% d- 0.0034% 0.12%
0.0391% 0.23% -␣ 0.0201% 0.12% ␣- 0.0190% 0.11%
m 0.0048% 0.23% -m 0.0041% 0.20% m- 0.0007% 0.03%
p 0.0043% 0.27% -p 0.0031% 0.20% p- 0.0012% 0.07%
b 0.0040% 0.30% -b 0.0033% 0.25% b- 0.0007% 0.05%
z 0.0002% 0.31% -z 0.0001% 0.19% z- 0.0001% 0.12%
q 0.0002% 0.33% -q 0.0002% 0.27% q- 0.0000% 0.06%
f 0.0056% 0.36% -f 0.0027% 0.17% f- 0.0029% 0.19%
x 0.0014% 0.82% -x 0.0001% 0.04% x- 0.0013% 0.78%
; 0.0001% 1.28% -; 0.0000% 0.18% ;- 0.0001% 1.09%
- 0.0105% 10.52% -- 0.0105% 10.52%
: 0.0050% 11.06% -: 0.0019% 4.10% :- 0.0032% 6.96%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
s 0.0002% 0.00% zs 0.0002% 0.00% sz 0.0001% 0.00%
g 0.0001% 0.00% zg 0.0000% 0.00% gz 0.0001% 0.00%
p 0.0001% 0.00% zp 0.0000% 0.00% pz 0.0000% 0.00%
w 0.0001% 0.01% zw 0.0001% 0.01% wz 0.0000% 0.00%
j 0.0000% 0.01% zj 0.0000% 0.00% jz 0.0000% 0.01%
d 0.0003% 0.01% zd 0.0001% 0.01% dz 0.0001% 0.01%
r 0.0005% 0.01% zr 0.0001% 0.00% rz 0.0003% 0.01%
m 0.0002% 0.01% zm 0.0001% 0.01% mz 0.0001% 0.00%
f 0.0002% 0.01% zf 0.0001% 0.01% fz 0.0001% 0.00%
b 0.0002% 0.02% zb 0.0001% 0.01% bz 0.0001% 0.01%
t 0.0013% 0.02% zt 0.0001% 0.00% tz 0.0013% 0.02%
; 0.0000% 0.02% z; 0.0000% 0.02% ;z 0.0000% 0.00%
h 0.0009% 0.02% zh 0.0002% 0.01% hz 0.0007% 0.02%
c 0.0005% 0.03% zc 0.0004% 0.02% cz 0.0002% 0.01%
n 0.0014% 0.03% zn 0.0001% 0.00% nz 0.0014% 0.03%
k 0.0002% 0.03% zk 0.0001% 0.01% kz 0.0001% 0.01%
v 0.0002% 0.03% zv 0.0001% 0.01% vz 0.0001% 0.02%
l 0.0010% 0.03% zl 0.0007% 0.02% lz 0.0003% 0.01%
' 0.0002% 0.03% z' 0.0002% 0.02% 'z 0.0000% 0.01%
x 0.0001% 0.03% zx 0.0000% 0.01% xz 0.0000% 0.02%
q 0.0000% 0.04% zq 0.0000% 0.03% qz 0.0000% 0.01%
? 0.0001% 0.06% z? 0.0001% 0.06% ?z 0.0000% 0.00%
. 0.0007% 0.06% z. 0.0007% 0.06% .z 0.0000% 0.00%
0.0120% 0.07% z␣ 0.0043% 0.02% ␣z 0.0077% 0.04%
, 0.0005% 0.08% z, 0.0005% 0.08% ,z 0.0000% 0.00%
: 0.0000% 0.08% z: 0.0000% 0.06% :z 0.0000% 0.02%
" 0.0002% 0.10% z" 0.0001% 0.06% "z 0.0001% 0.04%
o 0.0076% 0.12% zo 0.0052% 0.08% oz 0.0024% 0.04%
u 0.0032% 0.12% zu 0.0011% 0.04% uz 0.0021% 0.08%
/ 0.0001% 0.21% z/ 0.0000% 0.07% /z 0.0001% 0.15%
- 0.0002% 0.22% z- 0.0001% 0.09% -z 0.0001% 0.14%
y 0.0062% 0.31% zy 0.0047% 0.23% yz 0.0015% 0.07%
e 0.0312% 0.33% ze 0.0283% 0.30% ez 0.0029% 0.03%
a 0.0238% 0.37% za 0.0079% 0.12% az 0.0160% 0.25%
i 0.0403% 0.68% zi 0.0111% 0.19% iz 0.0292% 0.49%
z 0.0045% 6.28% zz 0.0045% 6.28%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
; 0.0000% 0.00% q; 0.0000% 0.00% ;q 0.0000% 0.00%
k 0.0000% 0.00% qk 0.0000% 0.00% kq 0.0000% 0.00%
g 0.0000% 0.00% qg 0.0000% 0.00% gq 0.0000% 0.00%
t 0.0002% 0.00% qt 0.0001% 0.00% tq 0.0001% 0.00%
p 0.0000% 0.00% qp 0.0000% 0.00% pq 0.0000% 0.00%
m 0.0001% 0.00% qm 0.0000% 0.00% mq 0.0000% 0.00%
f 0.0000% 0.00% qf 0.0000% 0.00% fq 0.0000% 0.00%
v 0.0000% 0.00% qv 0.0000% 0.00% vq 0.0000% 0.00%
y 0.0001% 0.00% qy 0.0000% 0.00% yq 0.0001% 0.00%
h 0.0002% 0.00% qh 0.0000% 0.00% hq 0.0002% 0.00%
l 0.0002% 0.01% ql 0.0002% 0.00% lq 0.0000% 0.00%
d 0.0002% 0.01% qd 0.0000% 0.00% dq 0.0001% 0.00%
j 0.0000% 0.01% qj 0.0000% 0.00% jq 0.0000% 0.01%
r 0.0003% 0.01% qr 0.0001% 0.00% rq 0.0003% 0.01%
o 0.0006% 0.01% qo 0.0003% 0.00% oq 0.0003% 0.00%
w 0.0002% 0.01% qw 0.0001% 0.01% wq 0.0001% 0.01%
' 0.0001% 0.02% q' 0.0001% 0.01% 'q 0.0000% 0.01%
x 0.0000% 0.02% qx 0.0000% 0.00% xq 0.0000% 0.01%
n 0.0009% 0.02% qn 0.0000% 0.00% nq 0.0009% 0.02%
, 0.0001% 0.02% q, 0.0001% 0.02% ,q 0.0000% 0.00%
. 0.0003% 0.02% q. 0.0002% 0.02% .q 0.0000% 0.00%
a 0.0016% 0.02% qa 0.0003% 0.00% aq 0.0013% 0.02%
? 0.0000% 0.03% q? 0.0000% 0.03% ?q 0.0000% 0.00%
c 0.0008% 0.04% qc 0.0001% 0.00% cq 0.0007% 0.03%
z 0.0000% 0.04% qz 0.0000% 0.01% zq 0.0000% 0.03%
q 0.0000% 0.04% qq 0.0000% 0.04%
b 0.0006% 0.05% qb 0.0005% 0.04% bq 0.0001% 0.01%
i 0.0040% 0.07% qi 0.0001% 0.00% iq 0.0039% 0.07%
s 0.0036% 0.07% qs 0.0002% 0.00% sq 0.0034% 0.07%
" 0.0002% 0.14% q" 0.0000% 0.02% "q 0.0002% 0.13%
: 0.0001% 0.18% q: 0.0001% 0.17% :q 0.0000% 0.01%
e 0.0173% 0.18% qe 0.0001% 0.00% eq 0.0171% 0.18%
0.0362% 0.21% q␣ 0.0013% 0.01% ␣q 0.0350% 0.20%
- 0.0002% 0.22% q- 0.0000% 0.04% -q 0.0002% 0.18%
/ 0.0001% 0.25% q/ 0.0000% 0.02% /q 0.0001% 0.24%
u 0.0614% 2.37% qu 0.0613% 2.37% uq 0.0001% 0.00%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0000% 0.00% /, 0.0000% 0.00% ,/ 0.0000% 0.00%
' 0.0000% 0.00% /' 0.0000% 0.00% '/ 0.0000% 0.00%
. 0.0001% 0.01% /. 0.0000% 0.00% ./ 0.0000% 0.00%
? 0.0000% 0.01% /? 0.0000% 0.00% ?/ 0.0000% 0.00%
; 0.0000% 0.02% /; 0.0000% 0.02% ;/ 0.0000% 0.00%
i 0.0014% 0.02% /i 0.0012% 0.02% i/ 0.0002% 0.00%
o 0.0023% 0.04% /o 0.0018% 0.03% o/ 0.0005% 0.01%
a 0.0029% 0.04% /a 0.0022% 0.03% a/ 0.0006% 0.01%
0.0090% 0.05% /␣ 0.0029% 0.02% ␣/ 0.0062% 0.04%
e 0.0051% 0.05% /e 0.0015% 0.02% e/ 0.0036% 0.04%
t 0.0042% 0.05% /t 0.0019% 0.03% t/ 0.0023% 0.03%
v 0.0005% 0.06% /v 0.0004% 0.05% v/ 0.0001% 0.01%
n 0.0033% 0.06% /n 0.0013% 0.02% n/ 0.0020% 0.04%
h 0.0027% 0.07% /h 0.0021% 0.05% h/ 0.0006% 0.01%
l 0.0025% 0.07% /l 0.0015% 0.04% l/ 0.0011% 0.03%
" 0.0001% 0.09% /" 0.0000% 0.03% "/ 0.0001% 0.06%
- 0.0001% 0.09% /- 0.0000% 0.04% -/ 0.0000% 0.05%
y 0.0021% 0.10% /y 0.0004% 0.02% y/ 0.0017% 0.09%
f 0.0019% 0.12% /f 0.0014% 0.09% f/ 0.0005% 0.03%
k 0.0011% 0.14% /k 0.0004% 0.05% k/ 0.0007% 0.09%
z 0.0001% 0.14% /z 0.0001% 0.10% z/ 0.0000% 0.04%
g 0.0026% 0.15% /g 0.0012% 0.07% g/ 0.0014% 0.08%
c 0.0033% 0.16% /c 0.0029% 0.13% c/ 0.0005% 0.02%
w 0.0026% 0.16% /w 0.0019% 0.12% w/ 0.0007% 0.04%
b 0.0022% 0.16% /b 0.0019% 0.14% b/ 0.0003% 0.02%
d 0.0048% 0.17% /d 0.0018% 0.06% d/ 0.0030% 0.10%
m 0.0034% 0.17% /m 0.0025% 0.12% m/ 0.0009% 0.05%
p 0.0029% 0.18% /p 0.0024% 0.15% p/ 0.0005% 0.03%
q 0.0001% 0.19% /q 0.0001% 0.18% q/ 0.0000% 0.01%
s 0.0099% 0.19% /s 0.0051% 0.10% s/ 0.0048% 0.09%
u 0.0051% 0.20% /u 0.0025% 0.10% u/ 0.0026% 0.10%
j 0.0004% 0.21% /j 0.0004% 0.20% j/ 0.0000% 0.01%
x 0.0004% 0.22% /x 0.0001% 0.08% x/ 0.0002% 0.14%
r 0.0132% 0.31% /r 0.0050% 0.12% r/ 0.0082% 0.19%
/ 0.0002% 0.45% // 0.0002% 0.45%
: 0.0008% 1.86% /: 0.0002% 0.33% :/ 0.0007% 1.52%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0000% 0.00% :, 0.0000% 0.00% ,: 0.0000% 0.00%
i 0.0002% 0.00% :i 0.0000% 0.00% i: 0.0002% 0.00%
j 0.0000% 0.00% :j 0.0000% 0.00% j: 0.0000% 0.00%
. 0.0001% 0.01% :. 0.0000% 0.00% .: 0.0000% 0.00%
b 0.0001% 0.01% :b 0.0000% 0.00% b: 0.0001% 0.01%
u 0.0003% 0.01% :u 0.0000% 0.00% u: 0.0002% 0.01%
o 0.0007% 0.01% :o 0.0001% 0.00% o: 0.0006% 0.01%
a 0.0007% 0.01% :a 0.0000% 0.00% a: 0.0007% 0.01%
h 0.0005% 0.01% :h 0.0000% 0.00% h: 0.0005% 0.01%
c 0.0003% 0.01% :c 0.0000% 0.00% c: 0.0003% 0.01%
l 0.0006% 0.02% :l 0.0000% 0.00% l: 0.0006% 0.02%
; 0.0000% 0.02% :; 0.0000% 0.02% ;: 0.0000% 0.00%
v 0.0002% 0.02% :v 0.0000% 0.00% v: 0.0002% 0.02%
f 0.0003% 0.02% :f 0.0000% 0.00% f: 0.0003% 0.02%
? 0.0000% 0.02% :? 0.0000% 0.00% ?: 0.0000% 0.02%
w 0.0004% 0.02% :w 0.0000% 0.00% w: 0.0003% 0.02%
m 0.0005% 0.03% :m 0.0000% 0.00% m: 0.0005% 0.02%
' 0.0002% 0.03% :' 0.0001% 0.02% ': 0.0001% 0.01%
n 0.0018% 0.03% :n 0.0000% 0.00% n: 0.0018% 0.03%
r 0.0018% 0.04% :r 0.0001% 0.00% r: 0.0017% 0.04%
g 0.0009% 0.05% :g 0.0001% 0.00% g: 0.0008% 0.05%
z 0.0000% 0.05% :z 0.0000% 0.01% z: 0.0000% 0.04%
k 0.0004% 0.05% :k 0.0000% 0.00% k: 0.0004% 0.05%
p 0.0010% 0.06% :p 0.0006% 0.04% p: 0.0004% 0.02%
e 0.0057% 0.06% :e 0.0000% 0.00% e: 0.0057% 0.06%
y 0.0012% 0.06% :y 0.0000% 0.00% y: 0.0012% 0.06%
x 0.0001% 0.07% :x 0.0000% 0.01% x: 0.0001% 0.06%
" 0.0001% 0.08% :" 0.0000% 0.03% ": 0.0001% 0.05%
d 0.0025% 0.09% :d 0.0008% 0.03% d: 0.0017% 0.06%
s 0.0046% 0.09% :s 0.0001% 0.00% s: 0.0046% 0.09%
t 0.0079% 0.10% :t 0.0000% 0.00% t: 0.0078% 0.10%
q 0.0001% 0.13% :q 0.0000% 0.01% q: 0.0001% 0.12%
0.0297% 0.17% :␣ 0.0225% 0.13% ␣: 0.0072% 0.04%
: 0.0005% 1.08% :: 0.0005% 1.08%
/ 0.0008% 1.73% :/ 0.0007% 1.42% /: 0.0002% 0.31%
- 0.0050% 5.04% :- 0.0032% 3.17% -: 0.0019% 1.87%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
j 0.0000% 0.00% ;j 0.0000% 0.00% j; 0.0000% 0.00%
q 0.0000% 0.00% ;q 0.0000% 0.00% q; 0.0000% 0.00%
, 0.0000% 0.00% ;, 0.0000% 0.00% ,; 0.0000% 0.00%
v 0.0000% 0.00% ;v 0.0000% 0.00% v; 0.0000% 0.00%
i 0.0001% 0.00% ;i 0.0001% 0.00% i; 0.0000% 0.00%
. 0.0000% 0.00% ;. 0.0000% 0.00% .; 0.0000% 0.00%
o 0.0001% 0.00% ;o 0.0000% 0.00% o; 0.0001% 0.00%
z 0.0000% 0.00% ;z 0.0000% 0.00% z; 0.0000% 0.00%
a 0.0002% 0.00% ;a 0.0001% 0.00% a; 0.0001% 0.00%
' 0.0000% 0.00% ;' 0.0000% 0.00% '; 0.0000% 0.00%
u 0.0001% 0.00% ;u 0.0000% 0.00% u; 0.0001% 0.00%
/ 0.0000% 0.00% ;/ 0.0000% 0.00% /; 0.0000% 0.00%
h 0.0002% 0.00% ;h 0.0000% 0.00% h; 0.0002% 0.00%
f 0.0001% 0.00% ;f 0.0000% 0.00% f; 0.0001% 0.00%
: 0.0000% 0.00% ;: 0.0000% 0.00% :; 0.0000% 0.00%
c 0.0002% 0.01% ;c 0.0001% 0.00% c; 0.0001% 0.00%
? 0.0000% 0.01% ;? 0.0000% 0.00% ?; 0.0000% 0.01%
w 0.0001% 0.01% ;w 0.0001% 0.00% w; 0.0001% 0.00%
b 0.0001% 0.01% ;b 0.0001% 0.01% b; 0.0000% 0.00%
r 0.0004% 0.01% ;r 0.0000% 0.00% r; 0.0004% 0.01%
n 0.0006% 0.01% ;n 0.0000% 0.00% n; 0.0005% 0.01%
p 0.0002% 0.01% ;p 0.0000% 0.00% p; 0.0001% 0.01%
m 0.0002% 0.01% ;m 0.0001% 0.00% m; 0.0002% 0.01%
t 0.0009% 0.01% ;t 0.0001% 0.00% t; 0.0008% 0.01%
e 0.0012% 0.01% ;e 0.0000% 0.00% e; 0.0012% 0.01%
x 0.0000% 0.01% ;x 0.0000% 0.00% x; 0.0000% 0.01%
k 0.0001% 0.01% ;k 0.0000% 0.00% k; 0.0001% 0.01%
g 0.0003% 0.02% ;g 0.0000% 0.00% g; 0.0003% 0.02%
; 0.0000% 0.02% ;; 0.0000% 0.02%
l 0.0007% 0.02% ;l 0.0000% 0.00% l; 0.0007% 0.02%
y 0.0005% 0.02% ;y 0.0000% 0.00% y; 0.0005% 0.02%
s 0.0013% 0.02% ;s 0.0001% 0.00% s; 0.0012% 0.02%
d 0.0010% 0.03% ;d 0.0005% 0.02% d; 0.0005% 0.02%
0.0075% 0.04% ;␣ 0.0066% 0.04% ␣; 0.0010% 0.01%
" 0.0001% 0.07% ;" 0.0000% 0.01% "; 0.0001% 0.06%
- 0.0001% 0.12% ;- 0.0001% 0.10% -; 0.0000% 0.02%

Note: Double spaces are removed during corpus preprocessing.

With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
0.0000% 0.00% ␣␣ 0.0000% 0.00%
' 0.0189% 3.05% ␣' 0.0098% 1.58% '␣ 0.0091% 1.47%
v 0.1068% 12.49% ␣v 0.1020% 11.92% v␣ 0.0049% 0.57%
z 0.0120% 16.74% ␣z 0.0077% 10.78% z␣ 0.0043% 5.96%
x 0.0310% 18.31% ␣x 0.0069% 4.08% x␣ 0.0241% 14.24%
/ 0.0090% 18.58% ␣/ 0.0062% 12.71% /␣ 0.0029% 5.87%
u 0.4853% 18.75% ␣u 0.2161% 8.35% u␣ 0.2692% 10.40%
h 1.0744% 26.63% ␣h 0.7230% 17.92% h␣ 0.3513% 8.71%
l 0.9110% 26.73% ␣l 0.4744% 13.92% l␣ 0.4367% 12.81%
n 1.4823% 27.48% ␣n 0.4051% 7.51% n␣ 1.0772% 19.97%
o 1.7962% 28.22% ␣o 0.9281% 14.58% o␣ 0.8680% 13.64%
r 1.2800% 29.49% ␣r 0.4220% 9.72% r␣ 0.8580% 19.77%
i 1.9104% 32.25% ␣i 1.5412% 26.02% i␣ 0.3692% 6.23%
e 3.4098% 36.25% ␣e 0.4014% 4.27% e␣ 3.0085% 31.98%
c 0.8087% 37.73% ␣c 0.7507% 35.02% c␣ 0.0580% 2.71%
a 2.4647% 38.41% ␣a 1.9336% 30.14% a␣ 0.5310% 8.28%
- 0.0391% 39.36% ␣- 0.0190% 19.12% -␣ 0.0201% 20.24%
k 0.3319% 40.55% ␣k 0.1245% 15.21% k␣ 0.2074% 25.34%
? 0.0658% 47.08% ␣? 0.0018% 1.25% ?␣ 0.0641% 45.82%
p 0.7636% 47.49% ␣p 0.6355% 39.52% p␣ 0.1281% 7.96%
m 0.9767% 48.01% ␣m 0.7074% 34.77% m␣ 0.2693% 13.24%
. 0.5795% 50.54% ␣. 0.0050% 0.43% .␣ 0.5745% 50.11%
q 0.0362% 55.61% ␣q 0.0350% 53.65% q␣ 0.0013% 1.96%
s 2.9923% 57.55% ␣s 1.1537% 22.19% s␣ 1.8385% 35.36%
g 1.0435% 57.72% ␣g 0.4149% 22.95% g␣ 0.6286% 34.77%
t 4.6834% 60.75% ␣t 2.6051% 33.79% t␣ 2.0783% 26.96%
b 0.8618% 64.51% ␣b 0.8406% 62.92% b␣ 0.0212% 1.59%
: 0.0297% 65.59% ␣: 0.0072% 15.96% :␣ 0.0225% 49.63%
d 1.9086% 67.38% ␣d 0.6144% 21.69% d␣ 1.2942% 45.69%
f 1.1069% 71.05% ␣f 0.6223% 39.94% f␣ 0.4846% 31.10%
y 1.4707% 73.36% ␣y 0.4281% 21.36% y␣ 1.0426% 52.01%
" 0.1104% 75.35% ␣" 0.0655% 44.70% "␣ 0.0449% 30.65%
w 1.2370% 77.60% ␣w 1.0624% 66.64% w␣ 0.1746% 10.95%
j 0.1480% 78.65% ␣j 0.1466% 77.93% j␣ 0.0013% 0.72%
; 0.0075% 81.83% ␣; 0.0010% 10.39% ;␣ 0.0066% 71.44%
, 0.6464% 99.78% ␣, 0.0016% 0.25% ,␣ 0.6448% 99.53%

Similar to bigrams, skipgram frequencies are counted in both the forward and backward direction. They are shown first combined, meaning that the frequencies of both directions is added up to get the combined total, then separately.

The absolute frequency is the total count of the matching bigram(s) divided by the total count of all bigrams in the corpus. The relative frequency is the total count of the matching bigram(s) divided by the total count of the total count of the unigram listed in the first column.

With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0032% 0.49% ␣_, 0.0012% 0.19% ,_␣ 0.0019% 0.30%
; 0.0001% 0.78% ␣_; 0.0000% 0.33% ;_␣ 0.0000% 0.45%
: 0.0007% 1.47% ␣_: 0.0002% 0.53% :_␣ 0.0004% 0.94%
? 0.0027% 1.94% ␣_? 0.0004% 0.30% ?_␣ 0.0023% 1.64%
j 0.0053% 2.81% ␣_j 0.0029% 1.54% j_␣ 0.0024% 1.27%
. 0.0331% 2.88% ␣_. 0.0065% 0.57% ._␣ 0.0265% 2.31%
- 0.0070% 7.00% ␣_- 0.0046% 4.64% -_␣ 0.0023% 2.36%
1.4805% 8.59% ␣_␣ 0.7402% 4.30% ␣_␣ 0.7402% 4.30%
" 0.0126% 8.63% ␣_" 0.0003% 0.18% "_␣ 0.0124% 8.45%
/ 0.0051% 10.51% ␣_/ 0.0041% 8.33% /_␣ 0.0011% 2.18%
w 0.2091% 13.11% ␣_w 0.0708% 4.44% w_␣ 0.1382% 8.67%
d 0.3758% 13.27% ␣_d 0.0682% 2.41% d_␣ 0.3076% 10.86%
g 0.2782% 15.39% ␣_g 0.0572% 3.16% g_␣ 0.2210% 12.23%
q 0.0101% 15.57% ␣_q 0.0091% 13.97% q_␣ 0.0010% 1.60%
y 0.3161% 15.77% ␣_y 0.1742% 8.69% y_␣ 0.1418% 7.08%
p 0.2804% 17.44% ␣_p 0.1960% 12.19% p_␣ 0.0844% 5.25%
c 0.4973% 23.20% ␣_c 0.1325% 6.18% c_␣ 0.3648% 17.02%
t 1.8454% 23.94% ␣_t 0.6886% 8.93% t_␣ 1.1568% 15.00%
m 0.4873% 23.95% ␣_m 0.1163% 5.72% m_␣ 0.3710% 18.24%
b 0.3333% 24.95% ␣_b 0.1261% 9.44% b_␣ 0.2072% 15.51%
z 0.0181% 25.33% ␣_z 0.0017% 2.33% z_␣ 0.0165% 23.00%
s 1.4528% 27.94% ␣_s 0.5501% 10.58% s_␣ 0.9027% 17.36%
k 0.2349% 28.70% ␣_k 0.0220% 2.69% k_␣ 0.2128% 26.00%
f 0.5696% 36.56% ␣_f 0.5002% 32.11% f_␣ 0.0694% 4.45%
r 1.6900% 38.94% ␣_r 0.8450% 19.47% r_␣ 0.8450% 19.47%
e 3.9127% 41.60% ␣_e 2.0276% 21.56% e_␣ 1.8851% 20.04%
l 1.4421% 42.31% ␣_l 0.3922% 11.51% l_␣ 1.0499% 30.80%
i 2.5526% 43.09% ␣_i 1.1954% 20.18% i_␣ 1.3573% 22.91%
a 3.1200% 48.63% ␣_a 1.7211% 26.82% a_␣ 1.3990% 21.80%
v 0.4186% 48.95% ␣_v 0.1532% 17.91% v_␣ 0.2655% 31.04%
u 1.3983% 54.02% ␣_u 0.8290% 32.02% u_␣ 0.5693% 21.99%
n 3.1654% 58.68% ␣_n 1.3627% 25.26% n_␣ 1.8027% 33.42%
x 0.1028% 60.70% ␣_x 0.0868% 51.23% x_␣ 0.0160% 9.47%
o 4.9437% 77.67% ␣_o 3.1843% 50.03% o_␣ 1.7594% 27.64%
h 3.2865% 81.47% ␣_h 2.2392% 55.51% h_␣ 1.0474% 25.96%
' 0.5662% 91.63% ␣_' 0.0732% 11.85% '_␣ 0.4930% 79.78%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
h 0.2283% 5.66% e_h 0.1865% 4.62% h_e 0.0419% 1.04%
z 0.0062% 8.66% e_z 0.0043% 6.04% z_e 0.0019% 2.62%
v 0.0838% 9.80% e_v 0.0664% 7.77% v_e 0.0174% 2.03%
: 0.0049% 10.82% e_: 0.0043% 9.56% :_e 0.0006% 1.25%
k 0.0904% 11.05% e_k 0.0633% 7.74% k_e 0.0271% 3.31%
m 0.2484% 12.21% e_m 0.1771% 8.70% m_e 0.0714% 3.51%
l 0.4298% 12.61% e_l 0.2835% 8.32% l_e 0.1463% 4.29%
g 0.2354% 13.02% e_g 0.1167% 6.46% g_e 0.1187% 6.56%
n 0.7042% 13.05% e_n 0.2857% 5.30% n_e 0.4185% 7.76%
y 0.2688% 13.41% e_y 0.2043% 10.19% y_e 0.0644% 3.21%
r 0.6030% 13.89% e_r 0.2939% 6.77% r_e 0.3091% 7.12%
e 1.3945% 14.83% e_e 0.6973% 7.41% e_e 0.6973% 7.41%
? 0.0208% 14.90% e_? 0.0198% 14.18% ?_e 0.0010% 0.71%
u 0.4024% 15.55% e_u 0.1214% 4.69% u_e 0.2810% 10.86%
. 0.1806% 15.75% e_. 0.1675% 14.61% ._e 0.0130% 1.14%
j 0.0297% 15.80% e_j 0.0285% 15.17% j_e 0.0012% 0.63%
d 0.4578% 16.16% e_d 0.3130% 11.05% d_e 0.1448% 5.11%
; 0.0015% 16.26% e_; 0.0012% 13.45% ;_e 0.0003% 2.81%
o 1.0798% 16.96% e_o 0.3218% 5.06% o_e 0.7580% 11.91%
, 0.1185% 18.30% e_, 0.0988% 15.26% ,_e 0.0197% 3.04%
- 0.0193% 19.47% e_- 0.0100% 10.09% -_e 0.0093% 9.38%
f 0.3076% 19.75% e_f 0.1730% 11.11% f_e 0.1346% 8.64%
s 1.0415% 20.03% e_s 0.7126% 13.71% s_e 0.3289% 6.33%
c 0.4310% 20.10% e_c 0.2660% 12.41% c_e 0.1650% 7.70%
i 1.2003% 20.26% e_i 0.5165% 8.72% i_e 0.6838% 11.54%
x 0.0345% 20.37% e_x 0.0023% 1.38% x_e 0.0322% 18.98%
/ 0.0100% 20.48% e_/ 0.0048% 9.95% /_e 0.0051% 10.53%
w 0.3385% 21.23% e_w 0.2129% 13.35% w_e 0.1256% 7.88%
' 0.1349% 21.82% e_' 0.0495% 8.00% '_e 0.0854% 13.82%
b 0.2933% 21.95% e_b 0.1531% 11.46% b_e 0.1402% 10.49%
a 1.4407% 22.45% e_a 0.5445% 8.49% a_e 0.8962% 13.97%
3.9127% 22.71% e_␣ 1.8851% 10.94% ␣_e 2.0276% 11.77%
" 0.0357% 24.35% e_" 0.0237% 16.20% "_e 0.0119% 8.14%
t 2.4425% 31.68% e_t 1.0233% 13.27% t_e 1.4192% 18.41%
p 0.5745% 35.73% e_p 0.3314% 20.61% p_e 0.2431% 15.12%
q 0.0314% 48.15% e_q 0.0081% 12.35% q_e 0.0233% 35.79%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0049% 0.79% t_' 0.0036% 0.59% '_t 0.0013% 0.21%
q 0.0041% 6.32% t_q 0.0039% 5.96% q_t 0.0002% 0.37%
/ 0.0036% 7.33% t_/ 0.0022% 4.61% /_t 0.0013% 2.72%
j 0.0168% 8.91% t_j 0.0155% 8.26% j_t 0.0012% 0.65%
v 0.0791% 9.25% t_v 0.0517% 6.04% v_t 0.0275% 3.21%
z 0.0067% 9.36% t_z 0.0033% 4.64% z_t 0.0034% 4.71%
t 0.7599% 9.86% t_t 0.3800% 4.93% t_t 0.3800% 4.93%
c 0.2185% 10.19% t_c 0.1649% 7.69% c_t 0.0535% 2.50%
1.8454% 10.71% t_␣ 1.1568% 6.72% ␣_t 0.6886% 4.00%
? 0.0150% 10.73% t_? 0.0071% 5.05% ?_t 0.0079% 5.68%
x 0.0187% 11.06% t_x 0.0145% 8.56% x_t 0.0042% 2.50%
- 0.0112% 11.24% t_- 0.0068% 6.80% -_t 0.0044% 4.44%
p 0.1895% 11.78% t_p 0.1130% 7.02% p_t 0.0765% 4.76%
: 0.0054% 11.90% t_: 0.0025% 5.53% :_t 0.0029% 6.37%
s 0.6439% 12.38% t_s 0.3373% 6.49% s_t 0.3066% 5.90%
" 0.0188% 12.85% t_" 0.0109% 7.47% "_t 0.0079% 5.38%
k 0.1073% 13.11% t_k 0.0542% 6.62% k_t 0.0531% 6.49%
l 0.4482% 13.15% t_l 0.2230% 6.54% l_t 0.2251% 6.60%
u 0.3553% 13.72% t_u 0.0790% 3.05% u_t 0.2763% 10.67%
. 0.1609% 14.03% t_. 0.0621% 5.42% ._t 0.0988% 8.61%
y 0.3006% 15.00% t_y 0.1550% 7.73% y_t 0.1456% 7.26%
i 0.8947% 15.10% t_i 0.6061% 10.23% i_t 0.2886% 4.87%
o 0.9715% 15.26% t_o 0.4818% 7.57% o_t 0.4897% 7.69%
f 0.2419% 15.53% t_f 0.0881% 5.65% f_t 0.1539% 9.88%
r 0.7162% 16.50% t_r 0.3994% 9.20% r_t 0.3169% 7.30%
d 0.4709% 16.63% t_d 0.1798% 6.35% d_t 0.2912% 10.28%
h 0.6778% 16.80% t_h 0.1321% 3.27% h_t 0.5457% 13.53%
m 0.3475% 17.08% t_m 0.1907% 9.37% m_t 0.1568% 7.71%
, 0.1127% 17.39% t_, 0.0307% 4.74% ,_t 0.0819% 12.65%
n 1.0030% 18.59% t_n 0.2602% 4.82% n_t 0.7429% 13.77%
a 1.1957% 18.63% t_a 0.7502% 11.69% a_t 0.4454% 6.94%
w 0.3554% 22.30% t_w 0.1585% 9.94% w_t 0.1969% 12.35%
; 0.0021% 22.79% t_; 0.0009% 9.95% ;_t 0.0012% 12.84%
g 0.4441% 24.56% t_g 0.0669% 3.70% g_t 0.3771% 20.86%
b 0.3372% 25.24% t_b 0.1089% 8.15% b_t 0.2283% 17.09%
e 2.4425% 25.97% t_e 1.4192% 15.09% e_t 1.0233% 10.88%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
v 0.0287% 3.36% a_v 0.0231% 2.70% v_a 0.0057% 0.66%
j 0.0087% 4.62% a_j 0.0069% 3.65% j_a 0.0018% 0.97%
a 0.3032% 4.73% a_a 0.1516% 2.36% a_a 0.1516% 2.36%
h 0.1967% 4.88% a_h 0.0954% 2.37% h_a 0.1013% 2.51%
u 0.1454% 5.62% a_u 0.0484% 1.87% u_a 0.0970% 3.75%
o 0.3930% 6.17% a_o 0.2050% 3.22% o_a 0.1880% 2.95%
n 0.3721% 6.90% a_n 0.1453% 2.69% n_a 0.2268% 4.20%
z 0.0055% 7.70% a_z 0.0020% 2.86% z_a 0.0035% 4.83%
x 0.0135% 7.98% a_x 0.0019% 1.15% x_a 0.0116% 6.84%
f 0.1260% 8.09% a_f 0.0564% 3.62% f_a 0.0695% 4.46%
: 0.0038% 8.48% a_: 0.0018% 3.93% :_a 0.0021% 4.55%
b 0.1186% 8.88% a_b 0.0706% 5.29% b_a 0.0480% 3.59%
m 0.1841% 9.05% a_m 0.0777% 3.82% m_a 0.1064% 5.23%
w 0.1603% 10.05% a_w 0.0436% 2.74% w_a 0.1166% 7.32%
i 0.6094% 10.29% a_i 0.3965% 6.69% i_a 0.2129% 3.59%
. 0.1250% 10.91% a_. 0.0788% 6.87% ._a 0.0462% 4.03%
r 0.4783% 11.02% a_r 0.1047% 2.41% r_a 0.3736% 8.61%
; 0.0011% 11.45% a_; 0.0005% 5.14% ;_a 0.0006% 6.31%
' 0.0714% 11.56% a_' 0.0689% 11.15% '_a 0.0025% 0.41%
? 0.0170% 12.18% a_? 0.0124% 8.86% ?_a 0.0047% 3.33%
c 0.2758% 12.86% a_c 0.1456% 6.79% c_a 0.1301% 6.07%
g 0.2605% 14.41% a_g 0.1156% 6.40% g_a 0.1449% 8.01%
/ 0.0072% 14.77% a_/ 0.0020% 4.20% /_a 0.0051% 10.57%
p 0.2389% 14.86% a_p 0.1140% 7.09% p_a 0.1249% 7.77%
e 1.4407% 15.32% a_e 0.8962% 9.53% e_a 0.5445% 5.79%
" 0.0226% 15.41% a_" 0.0082% 5.58% "_a 0.0144% 9.83%
t 1.1957% 15.51% a_t 0.4454% 5.78% t_a 0.7502% 9.73%
- 0.0155% 15.59% a_- 0.0043% 4.28% -_a 0.0112% 11.30%
y 0.3212% 16.02% a_y 0.1512% 7.54% y_a 0.1700% 8.48%
l 0.5640% 16.54% a_l 0.4155% 12.19% l_a 0.1485% 4.36%
s 0.9103% 17.51% a_s 0.3871% 7.45% s_a 0.5231% 10.06%
3.1200% 18.11% a_␣ 1.3990% 8.12% ␣_a 1.7211% 9.99%
k 0.1722% 21.04% a_k 0.1355% 16.55% k_a 0.0367% 4.48%
, 0.1507% 23.27% a_, 0.0570% 8.79% ,_a 0.0938% 14.47%
q 0.0175% 26.84% a_q 0.0036% 5.45% q_a 0.0139% 21.39%
d 0.8202% 28.96% a_d 0.6183% 21.83% d_a 0.2019% 7.13%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
o 0.1565% 2.46% o_o 0.0783% 1.23% o_o 0.0783% 1.23%
u 0.0745% 2.88% o_u 0.0516% 1.99% u_o 0.0230% 0.89%
x 0.0064% 3.79% o_x 0.0007% 0.43% x_o 0.0057% 3.36%
z 0.0028% 3.86% o_z 0.0012% 1.70% z_o 0.0015% 2.16%
i 0.2871% 4.85% o_i 0.2452% 4.14% i_o 0.0419% 0.71%
v 0.0447% 5.23% o_v 0.0281% 3.28% v_o 0.0167% 1.95%
h 0.2126% 5.27% o_h 0.1410% 3.49% h_o 0.0716% 1.78%
j 0.0104% 5.52% o_j 0.0101% 5.37% j_o 0.0003% 0.15%
a 0.3930% 6.13% o_a 0.1880% 2.93% a_o 0.2050% 3.20%
: 0.0034% 7.47% o_: 0.0027% 5.89% :_o 0.0007% 1.58%
y 0.1505% 7.51% o_y 0.0802% 4.00% y_o 0.0702% 3.50%
n 0.4224% 7.83% o_n 0.2449% 4.54% n_o 0.1775% 3.29%
w 0.1263% 7.92% o_w 0.0477% 2.99% w_o 0.0786% 4.93%
c 0.1706% 7.96% o_c 0.0889% 4.15% c_o 0.0817% 3.81%
q 0.0053% 8.18% o_q 0.0025% 3.87% q_o 0.0028% 4.31%
r 0.3635% 8.37% o_r 0.2136% 4.92% r_o 0.1499% 3.45%
m 0.1937% 9.52% o_m 0.1289% 6.34% m_o 0.0648% 3.19%
. 0.1191% 10.39% o_. 0.1022% 8.91% ._o 0.0169% 1.47%
b 0.1436% 10.75% o_b 0.0906% 6.78% b_o 0.0530% 3.97%
d 0.3119% 11.01% o_d 0.2013% 7.11% d_o 0.1106% 3.91%
f 0.1774% 11.38% o_f 0.0807% 5.18% f_o 0.0967% 6.20%
e 1.0798% 11.48% o_e 0.7580% 8.06% e_o 0.3218% 3.42%
; 0.0011% 11.65% o_; 0.0007% 7.31% ;_o 0.0004% 4.34%
? 0.0168% 12.03% o_? 0.0139% 9.98% ?_o 0.0029% 2.06%
, 0.0800% 12.35% o_, 0.0587% 9.06% ,_o 0.0213% 3.29%
t 0.9715% 12.60% o_t 0.4897% 6.35% t_o 0.4818% 6.25%
s 0.7099% 13.65% o_s 0.3870% 7.44% s_o 0.3230% 6.21%
l 0.5105% 14.98% o_l 0.3686% 10.81% l_o 0.1419% 4.16%
g 0.2831% 15.66% o_g 0.1651% 9.13% g_o 0.1180% 6.53%
" 0.0241% 16.44% o_" 0.0082% 5.57% "_o 0.0159% 10.87%
/ 0.0082% 16.80% o_/ 0.0024% 4.93% /_o 0.0058% 11.88%
- 0.0174% 17.56% o_- 0.0084% 8.48% -_o 0.0090% 9.08%
' 0.1291% 20.89% o_' 0.1265% 20.48% '_o 0.0025% 0.41%
p 0.3597% 22.37% o_p 0.1179% 7.33% p_o 0.2418% 15.04%
k 0.1976% 24.15% o_k 0.1229% 15.02% k_o 0.0747% 9.13%
4.9437% 28.70% o_␣ 1.7594% 10.21% ␣_o 3.1843% 18.49%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
x 0.0056% 3.29% i_x 0.0003% 0.18% x_i 0.0053% 3.12%
o 0.2871% 4.51% i_o 0.0419% 0.66% o_i 0.2452% 3.85%
r 0.2501% 5.76% i_r 0.0466% 1.07% r_i 0.2036% 4.69%
v 0.0594% 6.95% i_v 0.0502% 5.86% v_i 0.0093% 1.08%
z 0.0051% 7.16% i_z 0.0040% 5.59% z_i 0.0011% 1.56%
u 0.1948% 7.52% i_u 0.0877% 3.39% u_i 0.1071% 4.14%
m 0.1571% 7.72% i_m 0.1060% 5.21% m_i 0.0511% 2.51%
b 0.1051% 7.87% i_b 0.0165% 1.24% b_i 0.0886% 6.63%
i 0.4871% 8.22% i_i 0.2436% 4.11% i_i 0.2436% 4.11%
y 0.1652% 8.24% i_y 0.0785% 3.92% y_i 0.0867% 4.32%
j 0.0161% 8.58% i_j 0.0115% 6.13% j_i 0.0046% 2.45%
a 0.6094% 9.50% i_a 0.2129% 3.32% a_i 0.3965% 6.18%
f 0.1523% 9.77% i_f 0.0608% 3.90% f_i 0.0915% 5.87%
w 0.1637% 10.27% i_w 0.0607% 3.81% w_i 0.1030% 6.46%
/ 0.0052% 10.66% i_/ 0.0018% 3.79% /_i 0.0033% 6.87%
l 0.3656% 10.73% i_l 0.2461% 7.22% l_i 0.1196% 3.51%
p 0.1734% 10.78% i_p 0.0491% 3.05% p_i 0.1243% 7.73%
" 0.0163% 11.13% i_" 0.0040% 2.70% "_i 0.0123% 8.43%
h 0.4665% 11.56% i_h 0.3536% 8.76% h_i 0.1130% 2.80%
t 0.8947% 11.60% i_t 0.2886% 3.74% t_i 0.6061% 7.86%
c 0.2549% 11.89% i_c 0.1021% 4.76% c_i 0.1528% 7.13%
n 0.6512% 12.07% i_n 0.3675% 6.81% n_i 0.2837% 5.26%
d 0.3556% 12.55% i_d 0.1716% 6.06% d_i 0.1840% 6.50%
s 0.6588% 12.67% i_s 0.2495% 4.80% s_i 0.4093% 7.87%
e 1.2003% 12.76% i_e 0.6838% 7.27% e_i 0.5165% 5.49%
- 0.0141% 14.22% i_- 0.0040% 4.00% -_i 0.0102% 10.23%
2.5526% 14.82% i_␣ 1.3573% 7.88% ␣_i 1.1954% 6.94%
' 0.1014% 16.42% i_' 0.0994% 16.08% '_i 0.0021% 0.33%
k 0.1493% 18.24% i_k 0.1184% 14.46% k_i 0.0309% 3.78%
? 0.0265% 18.97% i_? 0.0114% 8.17% ?_i 0.0151% 10.80%
. 0.2369% 20.66% i_. 0.0873% 7.61% ._i 0.1496% 13.05%
, 0.1437% 22.18% i_, 0.0494% 7.62% ,_i 0.0943% 14.56%
; 0.0021% 22.73% i_; 0.0006% 6.29% ;_i 0.0015% 16.44%
: 0.0108% 23.90% i_: 0.0075% 16.63% :_i 0.0033% 7.27%
q 0.0233% 35.82% i_q 0.0010% 1.47% q_i 0.0224% 34.35%
g 0.8661% 47.91% i_g 0.7384% 40.85% g_i 0.1277% 7.06%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0082% 1.33% n_' 0.0074% 1.19% '_n 0.0009% 0.14%
n 0.1484% 2.75% n_n 0.0742% 1.38% n_n 0.0742% 1.38%
u 0.1169% 4.52% n_u 0.0680% 2.63% u_n 0.0489% 1.89%
a 0.3721% 5.80% n_a 0.2268% 3.53% a_n 0.1453% 2.27%
q 0.0043% 6.56% n_q 0.0041% 6.32% q_n 0.0002% 0.24%
b 0.0884% 6.62% n_b 0.0540% 4.04% b_n 0.0344% 2.58%
o 0.4224% 6.64% n_o 0.1775% 2.79% o_n 0.2449% 3.85%
j 0.0126% 6.71% n_j 0.0071% 3.80% j_n 0.0055% 2.91%
g 0.1276% 7.06% n_g 0.0388% 2.15% g_n 0.0888% 4.91%
e 0.7042% 7.49% n_e 0.4185% 4.45% e_n 0.2857% 3.04%
x 0.0138% 8.17% n_x 0.0108% 6.37% x_n 0.0031% 1.80%
r 0.3589% 8.27% n_r 0.1300% 3.00% r_n 0.2289% 5.27%
: 0.0038% 8.38% n_: 0.0031% 6.79% :_n 0.0007% 1.59%
l 0.3001% 8.80% n_l 0.1269% 3.72% l_n 0.1732% 5.08%
f 0.1372% 8.81% n_f 0.0491% 3.15% f_n 0.0881% 5.65%
s 0.4879% 9.38% n_s 0.2489% 4.79% s_n 0.2390% 4.60%
" 0.0138% 9.40% n_" 0.0100% 6.81% "_n 0.0038% 2.59%
p 0.1540% 9.58% n_p 0.0465% 2.89% p_n 0.1075% 6.69%
d 0.2755% 9.73% n_d 0.0679% 2.40% d_n 0.2076% 7.33%
- 0.0098% 9.88% n_- 0.0057% 5.72% -_n 0.0041% 4.16%
y 0.2121% 10.58% n_y 0.1106% 5.52% y_n 0.1014% 5.06%
i 0.6512% 10.99% n_i 0.2837% 4.79% i_n 0.3675% 6.20%
; 0.0011% 11.69% n_; 0.0008% 8.85% ;_n 0.0003% 2.85%
. 0.1352% 11.80% n_. 0.1172% 10.22% ._n 0.0181% 1.58%
h 0.4833% 11.98% n_h 0.0721% 1.79% h_n 0.4112% 10.19%
/ 0.0060% 12.32% n_/ 0.0042% 8.72% /_n 0.0018% 3.60%
? 0.0173% 12.38% n_? 0.0150% 10.70% ?_n 0.0023% 1.67%
t 1.0030% 13.01% n_t 0.7429% 9.64% t_n 0.2602% 3.37%
, 0.0874% 13.50% n_, 0.0682% 10.52% ,_n 0.0193% 2.98%
k 0.1176% 14.37% n_k 0.0083% 1.02% k_n 0.1093% 13.36%
c 0.3431% 16.00% n_c 0.0777% 3.63% c_n 0.2654% 12.38%
w 0.2620% 16.44% n_w 0.1714% 10.75% w_n 0.0906% 5.68%
v 0.1567% 18.32% n_v 0.0386% 4.52% v_n 0.1180% 13.80%
3.1654% 18.38% n_␣ 1.8027% 10.46% ␣_n 1.3627% 7.91%
m 0.3854% 18.95% n_m 0.0924% 4.54% m_n 0.2931% 14.40%
z 0.0205% 28.71% n_z 0.0068% 9.57% z_n 0.0137% 19.14%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
k 0.0443% 5.41% s_k 0.0109% 1.33% k_s 0.0334% 4.08%
/ 0.0027% 5.65% s_/ 0.0019% 3.80% /_s 0.0009% 1.85%
? 0.0098% 6.98% s_? 0.0067% 4.83% ?_s 0.0030% 2.16%
s 0.3685% 7.09% s_s 0.1843% 3.54% s_s 0.1843% 3.54%
: 0.0033% 7.20% s_: 0.0019% 4.16% :_s 0.0014% 3.04%
g 0.1330% 7.36% s_g 0.0675% 3.74% g_s 0.0655% 3.62%
. 0.0934% 8.15% s_. 0.0580% 5.05% ._s 0.0355% 3.09%
t 0.6439% 8.35% s_t 0.3066% 3.98% t_s 0.3373% 4.37%
1.4528% 8.43% s_␣ 0.9027% 5.24% ␣_s 0.5501% 3.19%
; 0.0008% 8.60% s_; 0.0004% 4.69% ;_s 0.0004% 3.91%
- 0.0086% 8.69% s_- 0.0061% 6.12% -_s 0.0026% 2.57%
v 0.0755% 8.83% s_v 0.0356% 4.17% v_s 0.0399% 4.66%
f 0.1408% 9.04% s_f 0.0881% 5.65% f_s 0.0528% 3.39%
n 0.4879% 9.04% s_n 0.2390% 4.43% n_s 0.2489% 4.61%
u 0.2393% 9.24% s_u 0.1129% 4.36% u_s 0.1264% 4.88%
' 0.0585% 9.46% s_' 0.0577% 9.33% '_s 0.0008% 0.13%
q 0.0062% 9.53% s_q 0.0060% 9.18% q_s 0.0002% 0.35%
y 0.1924% 9.60% s_y 0.0959% 4.78% y_s 0.0965% 4.81%
h 0.3964% 9.83% s_h 0.0755% 1.87% h_s 0.3209% 7.95%
z 0.0071% 9.93% s_z 0.0042% 5.89% z_s 0.0029% 4.04%
l 0.3560% 10.44% s_l 0.1554% 4.56% l_s 0.2007% 5.89%
d 0.3016% 10.65% s_d 0.1383% 4.88% d_s 0.1632% 5.76%
" 0.0160% 10.95% s_" 0.0127% 8.70% "_s 0.0033% 2.25%
e 1.0415% 11.07% s_e 0.3289% 3.50% e_s 0.7126% 7.58%
i 0.6588% 11.12% s_i 0.4093% 6.91% i_s 0.2495% 4.21%
o 0.7099% 11.15% s_o 0.3230% 5.07% o_s 0.3870% 6.08%
r 0.4868% 11.22% s_r 0.2118% 4.88% r_s 0.2750% 6.34%
p 0.1806% 11.23% s_p 0.0917% 5.71% p_s 0.0889% 5.53%
, 0.0772% 11.91% s_, 0.0368% 5.68% ,_s 0.0403% 6.23%
c 0.2583% 12.05% s_c 0.1306% 6.09% c_s 0.1277% 5.96%
b 0.1680% 12.57% s_b 0.1117% 8.36% b_s 0.0563% 4.21%
a 0.9103% 14.19% s_a 0.5231% 8.15% a_s 0.3871% 6.03%
w 0.2829% 17.74% s_w 0.1276% 8.00% w_s 0.1553% 9.74%
x 0.0303% 17.89% s_x 0.0144% 8.48% x_s 0.0159% 9.41%
m 0.3811% 18.73% s_m 0.2291% 11.26% m_s 0.1520% 7.47%
j 0.1284% 68.22% s_j 0.0220% 11.68% j_s 0.1064% 56.54%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
r 0.0920% 2.12% r_r 0.0460% 1.06% r_r 0.0460% 1.06%
' 0.0225% 3.65% r_' 0.0214% 3.47% '_r 0.0011% 0.18%
i 0.2501% 4.22% r_i 0.2036% 3.44% i_r 0.0466% 0.79%
k 0.0346% 4.23% r_k 0.0128% 1.56% k_r 0.0218% 2.66%
o 0.3635% 5.71% r_o 0.1499% 2.36% o_r 0.2136% 3.36%
: 0.0027% 5.88% r_: 0.0021% 4.60% :_r 0.0006% 1.27%
l 0.2129% 6.24% r_l 0.1353% 3.97% l_r 0.0776% 2.28%
u 0.1653% 6.38% r_u 0.0923% 3.57% u_r 0.0730% 2.82%
e 0.6030% 6.41% r_e 0.3091% 3.29% e_r 0.2939% 3.12%
y 0.1285% 6.41% r_y 0.0679% 3.39% y_r 0.0607% 3.03%
? 0.0093% 6.65% r_? 0.0086% 6.19% ?_r 0.0006% 0.46%
n 0.3589% 6.65% r_n 0.2289% 4.24% n_r 0.1300% 2.41%
. 0.0847% 7.38% r_. 0.0778% 6.79% ._r 0.0068% 0.59%
a 0.4783% 7.45% r_a 0.3736% 5.82% a_r 0.1047% 1.63%
, 0.0551% 8.50% r_, 0.0451% 6.96% ,_r 0.0100% 1.54%
" 0.0129% 8.80% r_" 0.0078% 5.31% "_r 0.0051% 3.49%
x 0.0151% 8.91% r_x 0.0028% 1.67% x_r 0.0123% 7.23%
g 0.1669% 9.23% r_g 0.1021% 5.65% g_r 0.0648% 3.58%
t 0.7162% 9.29% r_t 0.3169% 4.11% t_r 0.3994% 5.18%
s 0.4868% 9.36% r_s 0.2750% 5.29% s_r 0.2118% 4.07%
d 0.2730% 9.64% r_d 0.1399% 4.94% d_r 0.1330% 4.70%
1.6900% 9.81% r_␣ 0.8450% 4.91% ␣_r 0.8450% 4.91%
- 0.0103% 10.35% r_- 0.0060% 6.05% -_r 0.0043% 4.29%
h 0.4181% 10.37% r_h 0.0781% 1.94% h_r 0.3401% 8.43%
b 0.1546% 11.57% r_b 0.0933% 6.99% b_r 0.0613% 4.59%
j 0.0224% 11.90% r_j 0.0108% 5.72% j_r 0.0116% 6.18%
/ 0.0060% 12.40% r_/ 0.0022% 4.43% /_r 0.0039% 7.97%
; 0.0012% 12.88% r_; 0.0005% 5.94% ;_r 0.0006% 6.94%
c 0.2853% 13.31% r_c 0.1666% 7.77% c_r 0.1187% 5.54%
w 0.2437% 15.29% r_w 0.0768% 4.82% w_r 0.1669% 10.47%
m 0.3263% 16.04% r_m 0.1783% 8.76% m_r 0.1480% 7.28%
q 0.0115% 17.71% r_q 0.0112% 17.20% q_r 0.0003% 0.51%
p 0.3181% 19.79% r_p 0.1179% 7.33% p_r 0.2002% 12.45%
z 0.0161% 22.46% r_z 0.0086% 11.95% z_r 0.0075% 10.50%
f 0.4192% 26.91% r_f 0.0719% 4.62% f_r 0.3472% 22.29%
v 0.2669% 31.21% r_v 0.0567% 6.62% v_r 0.2103% 24.58%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
h 0.0512% 1.27% h_h 0.0256% 0.64% h_h 0.0256% 0.64%
x 0.0022% 1.33% h_x 0.0004% 0.24% x_h 0.0018% 1.08%
q 0.0010% 1.49% h_q 0.0009% 1.39% q_h 0.0001% 0.10%
k 0.0126% 1.54% h_k 0.0044% 0.54% k_h 0.0081% 0.99%
b 0.0266% 1.99% h_b 0.0180% 1.35% b_h 0.0086% 0.64%
j 0.0039% 2.09% h_j 0.0021% 1.10% j_h 0.0019% 1.00%
f 0.0357% 2.29% h_f 0.0137% 0.88% f_h 0.0219% 1.41%
z 0.0017% 2.40% h_z 0.0014% 1.96% z_h 0.0003% 0.44%
e 0.2283% 2.43% h_e 0.0419% 0.45% e_h 0.1865% 1.98%
: 0.0013% 2.97% h_: 0.0005% 1.01% :_h 0.0009% 1.96%
g 0.0551% 3.05% h_g 0.0297% 1.64% g_h 0.0254% 1.40%
a 0.1967% 3.07% h_a 0.1013% 1.58% a_h 0.0954% 1.49%
c 0.0687% 3.21% h_c 0.0642% 2.99% c_h 0.0046% 0.21%
o 0.2126% 3.34% h_o 0.0716% 1.13% o_h 0.1410% 2.21%
. 0.0439% 3.82% h_. 0.0154% 1.35% ._h 0.0284% 2.48%
l 0.1402% 4.11% h_l 0.1050% 3.08% l_h 0.0353% 1.03%
' 0.0262% 4.24% h_' 0.0248% 4.01% '_h 0.0014% 0.22%
p 0.0724% 4.50% h_p 0.0663% 4.12% p_h 0.0061% 0.38%
, 0.0295% 4.56% h_, 0.0090% 1.39% ,_h 0.0205% 3.17%
d 0.1329% 4.69% h_d 0.0658% 2.32% d_h 0.0671% 2.37%
- 0.0053% 5.37% h_- 0.0017% 1.67% -_h 0.0037% 3.70%
/ 0.0030% 6.18% h_/ 0.0007% 1.36% /_h 0.0023% 4.83%
w 0.0991% 6.21% h_w 0.0880% 5.52% w_h 0.0111% 0.70%
; 0.0006% 6.29% h_; 0.0001% 1.31% ;_h 0.0005% 4.98%
? 0.0090% 6.42% h_? 0.0057% 4.11% ?_h 0.0032% 2.31%
m 0.1501% 7.38% h_m 0.1360% 6.69% m_h 0.0140% 0.69%
s 0.3964% 7.62% h_s 0.3209% 6.17% s_h 0.0755% 1.45%
i 0.4665% 7.88% h_i 0.1130% 1.91% i_h 0.3536% 5.97%
" 0.0125% 8.53% h_" 0.0023% 1.60% "_h 0.0102% 6.93%
t 0.6778% 8.79% h_t 0.5457% 7.08% t_h 0.1321% 1.71%
n 0.4833% 8.96% h_n 0.4112% 7.62% n_h 0.0721% 1.34%
r 0.4181% 9.63% h_r 0.3401% 7.84% r_h 0.0781% 1.80%
u 0.2607% 10.07% h_u 0.0995% 3.84% u_h 0.1611% 6.22%
y 0.2350% 11.72% h_y 0.1536% 7.66% y_h 0.0814% 4.06%
v 0.1521% 17.78% h_v 0.1505% 17.60% v_h 0.0016% 0.18%
3.2865% 19.08% h_␣ 1.0474% 6.08% ␣_h 2.2392% 13.00%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
l 0.0631% 1.85% l_l 0.0315% 0.92% l_l 0.0315% 0.92%
j 0.0051% 2.70% l_j 0.0041% 2.16% j_l 0.0010% 0.55%
h 0.1402% 3.48% l_h 0.0353% 0.87% h_l 0.1050% 2.60%
q 0.0027% 4.20% l_q 0.0025% 3.83% q_l 0.0002% 0.37%
d 0.1231% 4.35% l_d 0.0650% 2.30% d_l 0.0580% 2.05%
' 0.0273% 4.42% l_' 0.0067% 1.08% '_l 0.0206% 3.34%
e 0.4298% 4.57% l_e 0.1463% 1.56% e_l 0.2835% 3.01%
: 0.0022% 4.89% l_: 0.0017% 3.69% :_l 0.0005% 1.20%
r 0.2129% 4.90% l_r 0.0776% 1.79% r_l 0.1353% 3.12%
" 0.0081% 5.52% l_" 0.0050% 3.42% "_l 0.0031% 2.10%
n 0.3001% 5.56% l_n 0.1732% 3.21% n_l 0.1269% 2.35%
p 0.0917% 5.70% l_p 0.0366% 2.28% p_l 0.0551% 3.42%
t 0.4482% 5.81% l_t 0.2251% 2.92% t_l 0.2230% 2.89%
g 0.1097% 6.07% l_g 0.0705% 3.90% g_l 0.0391% 2.17%
; 0.0006% 6.14% l_; 0.0005% 5.04% ;_l 0.0001% 1.11%
/ 0.0030% 6.14% l_/ 0.0016% 3.38% /_l 0.0013% 2.76%
i 0.3656% 6.17% l_i 0.1196% 2.02% i_l 0.2461% 4.15%
u 0.1771% 6.84% l_u 0.0274% 1.06% u_l 0.1497% 5.78%
s 0.3560% 6.85% l_s 0.2007% 3.86% s_l 0.1554% 2.99%
? 0.0103% 7.36% l_? 0.0085% 6.10% ?_l 0.0018% 1.26%
f 0.1161% 7.45% l_f 0.0473% 3.03% f_l 0.0688% 4.42%
. 0.0855% 7.46% l_. 0.0747% 6.52% ._l 0.0108% 0.94%
o 0.5105% 8.02% l_o 0.1419% 2.23% o_l 0.3686% 5.79%
b 0.1098% 8.22% l_b 0.0488% 3.65% b_l 0.0611% 4.57%
m 0.1674% 8.23% l_m 0.0551% 2.71% m_l 0.1123% 5.52%
1.4421% 8.37% l_␣ 1.0499% 6.09% ␣_l 0.3922% 2.28%
a 0.5640% 8.79% l_a 0.1485% 2.31% a_l 0.4155% 6.48%
- 0.0093% 9.36% l_- 0.0069% 6.95% -_l 0.0024% 2.41%
, 0.0635% 9.80% l_, 0.0519% 8.01% ,_l 0.0116% 1.79%
w 0.1605% 10.07% l_w 0.0666% 4.18% w_l 0.0940% 5.89%
c 0.2316% 10.80% l_c 0.1064% 4.97% c_l 0.1251% 5.84%
y 0.2332% 11.63% l_y 0.1961% 9.78% y_l 0.0371% 1.85%
x 0.0202% 11.92% l_x 0.0065% 3.85% x_l 0.0137% 8.08%
v 0.1109% 12.97% l_v 0.0547% 6.39% v_l 0.0563% 6.58%
k 0.1351% 16.50% l_k 0.1074% 13.13% k_l 0.0276% 3.38%
z 0.0152% 21.21% l_z 0.0132% 18.51% z_l 0.0019% 2.70%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
0.3758% 2.18% d_␣ 0.3076% 1.79% ␣_d 0.0682% 0.40%
/ 0.0016% 3.27% d_/ 0.0011% 2.19% /_d 0.0005% 1.08%
h 0.1329% 3.29% d_h 0.0671% 1.66% h_d 0.0658% 1.63%
. 0.0379% 3.30% d_. 0.0265% 2.31% ._d 0.0114% 1.00%
- 0.0033% 3.36% d_- 0.0024% 2.43% -_d 0.0009% 0.93%
x 0.0058% 3.40% d_x 0.0019% 1.12% x_d 0.0039% 2.29%
l 0.1231% 3.61% d_l 0.0580% 1.70% l_d 0.0650% 1.91%
; 0.0004% 4.03% d_; 0.0002% 2.66% ;_d 0.0001% 1.37%
g 0.0736% 4.07% d_g 0.0354% 1.96% g_d 0.0382% 2.11%
? 0.0057% 4.08% d_? 0.0033% 2.33% ?_d 0.0025% 1.75%
, 0.0267% 4.13% d_, 0.0143% 2.20% ,_d 0.0125% 1.92%
q 0.0029% 4.49% d_q 0.0028% 4.29% q_d 0.0001% 0.20%
: 0.0022% 4.83% d_: 0.0012% 2.75% :_d 0.0009% 2.08%
e 0.4578% 4.87% d_e 0.1448% 1.54% e_d 0.3130% 3.33%
o 0.3119% 4.90% d_o 0.1106% 1.74% o_d 0.2013% 3.16%
n 0.2755% 5.11% d_n 0.2076% 3.85% n_d 0.0679% 1.26%
p 0.0866% 5.39% d_p 0.0559% 3.48% p_d 0.0307% 1.91%
s 0.3016% 5.80% d_s 0.1632% 3.14% s_d 0.1383% 2.66%
i 0.3556% 6.00% d_i 0.1840% 3.11% i_d 0.1716% 2.90%
t 0.4709% 6.11% d_t 0.2912% 3.78% t_d 0.1798% 2.33%
k 0.0505% 6.17% d_k 0.0073% 0.89% k_d 0.0432% 5.28%
" 0.0092% 6.26% d_" 0.0077% 5.27% "_d 0.0015% 1.00%
r 0.2730% 6.29% d_r 0.1330% 3.07% r_d 0.1399% 3.22%
c 0.1383% 6.45% d_c 0.1020% 4.76% c_d 0.0363% 1.69%
' 0.0420% 6.80% d_' 0.0416% 6.73% '_d 0.0005% 0.07%
y 0.1407% 7.02% d_y 0.0724% 3.61% y_d 0.0683% 3.41%
f 0.1093% 7.02% d_f 0.0934% 6.00% f_d 0.0159% 1.02%
w 0.1122% 7.04% d_w 0.0918% 5.76% w_d 0.0204% 1.28%
v 0.0646% 7.55% d_v 0.0250% 2.92% v_d 0.0396% 4.63%
m 0.1566% 7.70% d_m 0.0875% 4.30% m_d 0.0692% 3.40%
j 0.0150% 7.97% d_j 0.0100% 5.30% j_d 0.0050% 2.67%
d 0.2388% 8.43% d_d 0.1194% 4.22% d_d 0.1194% 4.22%
b 0.1340% 10.03% d_b 0.0953% 7.13% b_d 0.0388% 2.90%
u 0.2941% 11.36% d_u 0.0396% 1.53% u_d 0.2545% 9.83%
z 0.0090% 12.51% d_z 0.0023% 3.19% z_d 0.0067% 9.32%
a 0.8202% 12.78% d_a 0.2019% 3.15% a_d 0.6183% 9.64%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0024% 0.39% u_' 0.0017% 0.28% '_u 0.0007% 0.11%
q 0.0005% 0.72% u_q 0.0004% 0.67% q_u 0.0000% 0.06%
o 0.0745% 1.17% u_o 0.0230% 0.36% o_u 0.0516% 0.81%
x 0.0027% 1.62% u_x 0.0001% 0.04% x_u 0.0027% 1.58%
v 0.0141% 1.65% u_v 0.0122% 1.43% v_u 0.0019% 0.22%
u 0.0431% 1.66% u_u 0.0215% 0.83% u_u 0.0215% 0.83%
n 0.1169% 2.17% u_n 0.0489% 0.91% n_u 0.0680% 1.26%
a 0.1454% 2.27% u_a 0.0970% 1.51% a_u 0.0484% 0.75%
m 0.0464% 2.28% u_m 0.0178% 0.87% m_u 0.0286% 1.41%
: 0.0011% 2.37% u_: 0.0008% 1.81% :_u 0.0003% 0.56%
z 0.0017% 2.39% u_z 0.0015% 2.09% z_u 0.0002% 0.30%
; 0.0003% 2.76% u_; 0.0002% 2.40% ;_u 0.0000% 0.37%
g 0.0555% 3.07% u_g 0.0408% 2.26% g_u 0.0147% 0.82%
i 0.1948% 3.29% u_i 0.1071% 1.81% i_u 0.0877% 1.48%
f 0.0522% 3.35% u_f 0.0292% 1.87% f_u 0.0230% 1.48%
r 0.1653% 3.81% u_r 0.0730% 1.68% r_u 0.0923% 2.13%
. 0.0437% 3.81% u_. 0.0389% 3.39% ._u 0.0048% 0.42%
? 0.0054% 3.88% u_? 0.0051% 3.65% ?_u 0.0003% 0.23%
p 0.0649% 4.04% u_p 0.0507% 3.15% p_u 0.0142% 0.88%
, 0.0262% 4.05% u_, 0.0217% 3.35% ,_u 0.0045% 0.69%
e 0.4024% 4.28% u_e 0.2810% 2.99% e_u 0.1214% 1.29%
s 0.2393% 4.60% u_s 0.1264% 2.43% s_u 0.1129% 2.17%
t 0.3553% 4.61% u_t 0.2763% 3.58% t_u 0.0790% 1.02%
j 0.0089% 4.73% u_j 0.0071% 3.78% j_u 0.0018% 0.95%
l 0.1771% 5.19% u_l 0.1497% 4.39% l_u 0.0274% 0.80%
" 0.0076% 5.21% u_" 0.0027% 1.82% "_u 0.0050% 3.40%
- 0.0052% 5.25% u_- 0.0018% 1.85% -_u 0.0034% 3.40%
/ 0.0029% 5.92% u_/ 0.0008% 1.62% /_u 0.0021% 4.30%
h 0.2607% 6.46% u_h 0.1611% 3.99% h_u 0.0995% 2.47%
w 0.1076% 6.75% u_w 0.0260% 1.63% w_u 0.0816% 5.12%
k 0.0585% 7.15% u_k 0.0505% 6.17% k_u 0.0080% 0.98%
1.3983% 8.12% u_␣ 0.5693% 3.31% ␣_u 0.8290% 4.81%
b 0.1122% 8.40% u_b 0.0295% 2.21% b_u 0.0826% 6.19%
d 0.2941% 10.38% u_d 0.2545% 8.99% d_u 0.0396% 1.40%
c 0.2789% 13.01% u_c 0.0775% 3.62% c_u 0.2014% 9.40%
y 0.4445% 22.17% u_y 0.0102% 0.51% y_u 0.4342% 21.66%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0022% 0.36% c_' 0.0017% 0.28% '_c 0.0005% 0.08%
q 0.0003% 0.40% c_q 0.0002% 0.30% q_c 0.0001% 0.10%
c 0.0190% 0.89% c_c 0.0095% 0.44% c_c 0.0095% 0.44%
w 0.0147% 0.92% c_w 0.0058% 0.36% w_c 0.0089% 0.56%
k 0.0099% 1.21% c_k 0.0024% 0.30% k_c 0.0074% 0.91%
h 0.0687% 1.70% c_h 0.0046% 0.11% h_c 0.0642% 1.59%
g 0.0338% 1.87% c_g 0.0066% 0.37% g_c 0.0272% 1.51%
o 0.1706% 2.68% c_o 0.0817% 1.28% o_c 0.0889% 1.40%
t 0.2185% 2.83% c_t 0.0535% 0.69% t_c 0.1649% 2.14%
0.4973% 2.89% c_␣ 0.3648% 2.12% ␣_c 0.1325% 0.77%
v 0.0284% 3.32% c_v 0.0105% 1.22% v_c 0.0179% 2.10%
y 0.0672% 3.35% c_y 0.0080% 0.40% y_c 0.0592% 2.96%
" 0.0052% 3.53% c_" 0.0031% 2.13% "_c 0.0021% 1.40%
z 0.0025% 3.55% c_z 0.0015% 2.09% z_c 0.0010% 1.46%
- 0.0039% 3.93% c_- 0.0026% 2.63% -_c 0.0013% 1.30%
/ 0.0020% 4.11% c_/ 0.0011% 2.32% /_c 0.0009% 1.79%
a 0.2758% 4.30% c_a 0.1301% 2.03% a_c 0.1456% 2.27%
i 0.2549% 4.30% c_i 0.1528% 2.58% i_c 0.1021% 1.72%
; 0.0004% 4.53% c_; 0.0003% 3.11% ;_c 0.0001% 1.41%
e 0.4310% 4.58% c_e 0.1650% 1.75% e_c 0.2660% 2.83%
. 0.0544% 4.74% c_. 0.0441% 3.84% ._c 0.0103% 0.90%
d 0.1383% 4.88% c_d 0.0363% 1.28% d_c 0.1020% 3.60%
s 0.2583% 4.97% c_s 0.1277% 2.46% s_c 0.1306% 2.51%
? 0.0071% 5.07% c_? 0.0055% 3.95% ?_c 0.0016% 1.13%
: 0.0024% 5.23% c_: 0.0015% 3.40% :_c 0.0008% 1.82%
, 0.0383% 5.91% c_, 0.0253% 3.90% ,_c 0.0130% 2.01%
n 0.3431% 6.36% c_n 0.2654% 4.92% n_c 0.0777% 1.44%
r 0.2853% 6.57% c_r 0.1187% 2.73% r_c 0.1666% 3.84%
p 0.1072% 6.67% c_p 0.0388% 2.41% p_c 0.0684% 4.25%
l 0.2316% 6.79% c_l 0.1251% 3.67% l_c 0.1064% 3.12%
j 0.0134% 7.12% c_j 0.0005% 0.27% j_c 0.0129% 6.86%
b 0.1046% 7.83% c_b 0.0094% 0.71% b_c 0.0952% 7.12%
f 0.1282% 8.23% c_f 0.0144% 0.92% f_c 0.1138% 7.31%
x 0.0146% 8.61% c_x 0.0003% 0.15% x_c 0.0143% 8.46%
m 0.2056% 10.11% c_m 0.1427% 7.02% m_c 0.0629% 3.09%
u 0.2789% 10.78% c_u 0.2014% 7.78% u_c 0.0775% 3.00%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0027% 0.44% m_' 0.0019% 0.31% '_m 0.0008% 0.13%
q 0.0005% 0.84% m_q 0.0005% 0.79% q_m 0.0000% 0.05%
p 0.0190% 1.18% m_p 0.0124% 0.77% p_m 0.0066% 0.41%
b 0.0224% 1.67% m_b 0.0149% 1.11% b_m 0.0075% 0.56%
u 0.0464% 1.79% m_u 0.0286% 1.10% u_m 0.0178% 0.69%
e 0.2484% 2.64% m_e 0.0714% 0.76% e_m 0.1771% 1.88%
i 0.1571% 2.65% m_i 0.0511% 0.86% i_m 0.1060% 1.79%
f 0.0441% 2.83% m_f 0.0116% 0.74% f_m 0.0325% 2.09%
0.4873% 2.83% m_␣ 0.3710% 2.15% ␣_m 0.1163% 0.68%
a 0.1841% 2.87% m_a 0.1064% 1.66% a_m 0.0777% 1.21%
w 0.0461% 2.89% m_w 0.0201% 1.26% w_m 0.0260% 1.63%
o 0.1937% 3.04% m_o 0.0648% 1.02% o_m 0.1289% 2.03%
/ 0.0015% 3.07% m_/ 0.0008% 1.68% /_m 0.0007% 1.39%
m 0.0630% 3.09% m_m 0.0315% 1.55% m_m 0.0315% 1.55%
v 0.0267% 3.13% m_v 0.0229% 2.67% v_m 0.0039% 0.45%
- 0.0031% 3.15% m_- 0.0018% 1.82% -_m 0.0013% 1.33%
" 0.0050% 3.41% m_" 0.0027% 1.83% "_m 0.0023% 1.58%
y 0.0731% 3.65% m_y 0.0296% 1.47% y_m 0.0436% 2.17%
: 0.0017% 3.67% m_: 0.0008% 1.83% :_m 0.0008% 1.84%
h 0.1501% 3.72% m_h 0.0140% 0.35% h_m 0.1360% 3.37%
? 0.0052% 3.74% m_? 0.0036% 2.57% ?_m 0.0016% 1.17%
t 0.3475% 4.51% m_t 0.1568% 2.03% t_m 0.1907% 2.47%
; 0.0004% 4.81% m_; 0.0003% 2.97% ;_m 0.0002% 1.84%
. 0.0554% 4.83% m_. 0.0370% 3.23% ._m 0.0184% 1.60%
l 0.1674% 4.91% m_l 0.1123% 3.30% l_m 0.0551% 1.62%
, 0.0356% 5.50% m_, 0.0188% 2.90% ,_m 0.0169% 2.61%
d 0.1566% 5.53% m_d 0.0692% 2.44% d_m 0.0875% 3.09%
g 0.1071% 5.93% m_g 0.0407% 2.25% g_m 0.0664% 3.67%
n 0.3854% 7.15% m_n 0.2931% 5.43% n_m 0.0924% 1.71%
s 0.3811% 7.33% m_s 0.1520% 2.92% s_m 0.2291% 4.41%
r 0.3263% 7.52% m_r 0.1480% 3.41% r_m 0.1783% 4.11%
j 0.0147% 7.79% m_j 0.0101% 5.35% j_m 0.0046% 2.44%
k 0.0695% 8.50% m_k 0.0600% 7.34% k_m 0.0095% 1.16%
c 0.2056% 9.59% m_c 0.0629% 2.93% c_m 0.1427% 6.66%
x 0.0169% 9.99% m_x 0.0054% 3.21% x_m 0.0115% 6.77%
z 0.0081% 11.31% m_z 0.0071% 9.92% z_m 0.0010% 1.38%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0013% 0.20% y_' 0.0011% 0.18% '_y 0.0002% 0.03%
x 0.0009% 0.51% y_x 0.0003% 0.21% x_y 0.0005% 0.31%
v 0.0101% 1.18% y_v 0.0087% 1.02% v_y 0.0014% 0.16%
y 0.0261% 1.30% y_y 0.0131% 0.65% y_y 0.0131% 0.65%
z 0.0010% 1.39% y_z 0.0006% 0.84% z_y 0.0004% 0.54%
/ 0.0008% 1.59% y_/ 0.0004% 0.85% /_y 0.0004% 0.74%
0.3161% 1.83% y_␣ 0.1418% 0.82% ␣_y 0.1742% 1.01%
o 0.1505% 2.36% y_o 0.0702% 1.10% o_y 0.0802% 1.26%
i 0.1652% 2.79% y_i 0.0867% 1.46% i_y 0.0785% 1.33%
- 0.0028% 2.83% y_- 0.0015% 1.54% -_y 0.0013% 1.29%
e 0.2688% 2.86% y_e 0.0644% 0.68% e_y 0.2043% 2.17%
r 0.1285% 2.96% y_r 0.0607% 1.40% r_y 0.0679% 1.56%
. 0.0348% 3.03% y_. 0.0089% 0.78% ._y 0.0259% 2.26%
? 0.0043% 3.09% y_? 0.0010% 0.72% ?_y 0.0033% 2.37%
: 0.0014% 3.09% y_: 0.0006% 1.40% :_y 0.0008% 1.69%
c 0.0672% 3.14% y_c 0.0592% 2.76% c_y 0.0080% 0.37%
m 0.0731% 3.59% y_m 0.0436% 2.14% m_y 0.0296% 1.45%
s 0.1924% 3.70% y_s 0.0965% 1.86% s_y 0.0959% 1.84%
; 0.0003% 3.77% y_; 0.0001% 0.84% ;_y 0.0003% 2.93%
g 0.0704% 3.89% y_g 0.0298% 1.65% g_y 0.0406% 2.25%
t 0.3006% 3.90% y_t 0.1456% 1.89% t_y 0.1550% 2.01%
n 0.2121% 3.93% y_n 0.1014% 1.88% n_y 0.1106% 2.05%
k 0.0332% 4.06% y_k 0.0089% 1.08% k_y 0.0244% 2.98%
q 0.0028% 4.34% y_q 0.0028% 4.30% q_y 0.0000% 0.04%
, 0.0292% 4.51% y_, 0.0041% 0.63% ,_y 0.0252% 3.89%
" 0.0067% 4.56% y_" 0.0053% 3.64% "_y 0.0013% 0.92%
d 0.1407% 4.97% y_d 0.0683% 2.41% d_y 0.0724% 2.56%
a 0.3212% 5.01% y_a 0.1700% 2.65% a_y 0.1512% 2.36%
p 0.0906% 5.63% y_p 0.0470% 2.92% p_y 0.0436% 2.71%
h 0.2350% 5.83% y_h 0.0814% 2.02% h_y 0.1536% 3.81%
f 0.0967% 6.20% y_f 0.0477% 3.06% f_y 0.0489% 3.14%
l 0.2332% 6.84% y_l 0.0371% 1.09% l_y 0.1961% 5.75%
b 0.0935% 7.00% y_b 0.0515% 3.86% b_y 0.0420% 3.14%
j 0.0149% 7.92% y_j 0.0088% 4.68% j_y 0.0061% 3.24%
w 0.1769% 11.10% y_w 0.0730% 4.58% w_y 0.1039% 6.52%
u 0.4445% 17.17% y_u 0.4342% 16.77% u_y 0.0102% 0.40%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0017% 0.27% g_' 0.0015% 0.24% '_g 0.0002% 0.03%
k 0.0064% 0.78% g_k 0.0023% 0.28% k_g 0.0041% 0.50%
x 0.0020% 1.17% g_x 0.0006% 0.34% x_g 0.0014% 0.84%
g 0.0217% 1.20% g_g 0.0109% 0.60% g_g 0.0109% 0.60%
h 0.0551% 1.37% g_h 0.0254% 0.63% h_g 0.0297% 0.74%
c 0.0338% 1.58% g_c 0.0272% 1.27% c_g 0.0066% 0.31%
0.2782% 1.62% g_␣ 0.2210% 1.28% ␣_g 0.0572% 0.33%
q 0.0011% 1.64% g_q 0.0010% 1.59% q_g 0.0000% 0.05%
p 0.0301% 1.87% g_p 0.0222% 1.38% p_g 0.0079% 0.49%
j 0.0035% 1.88% g_j 0.0025% 1.34% j_g 0.0010% 0.54%
u 0.0555% 2.15% g_u 0.0147% 0.57% u_g 0.0408% 1.58%
/ 0.0011% 2.22% g_/ 0.0008% 1.64% /_g 0.0003% 0.58%
w 0.0371% 2.32% g_w 0.0302% 1.90% w_g 0.0068% 0.43%
n 0.1276% 2.36% g_n 0.0888% 1.65% n_g 0.0388% 0.72%
e 0.2354% 2.50% g_e 0.1187% 1.26% e_g 0.1167% 1.24%
s 0.1330% 2.56% g_s 0.0655% 1.26% s_g 0.0675% 1.30%
d 0.0736% 2.60% g_d 0.0382% 1.35% d_g 0.0354% 1.25%
: 0.0012% 2.75% g_: 0.0008% 1.68% :_g 0.0005% 1.07%
- 0.0028% 2.79% g_- 0.0021% 2.16% -_g 0.0006% 0.63%
? 0.0040% 2.89% g_? 0.0032% 2.27% ?_g 0.0009% 0.62%
f 0.0500% 3.21% g_f 0.0287% 1.84% f_g 0.0212% 1.36%
l 0.1097% 3.22% g_l 0.0391% 1.15% l_g 0.0705% 2.07%
. 0.0378% 3.29% g_. 0.0297% 2.59% ._g 0.0081% 0.70%
z 0.0024% 3.30% g_z 0.0018% 2.56% z_g 0.0005% 0.74%
y 0.0704% 3.51% g_y 0.0406% 2.03% y_g 0.0298% 1.49%
, 0.0237% 3.67% g_, 0.0158% 2.45% ,_g 0.0079% 1.22%
b 0.0493% 3.69% g_b 0.0242% 1.81% b_g 0.0250% 1.87%
; 0.0003% 3.73% g_; 0.0002% 2.23% ;_g 0.0001% 1.49%
" 0.0056% 3.80% g_" 0.0049% 3.37% "_g 0.0006% 0.43%
r 0.1669% 3.85% g_r 0.0648% 1.49% r_g 0.1021% 2.35%
a 0.2605% 4.06% g_a 0.1449% 2.26% a_g 0.1156% 1.80%
o 0.2831% 4.45% g_o 0.1180% 1.85% o_g 0.1651% 2.59%
v 0.0398% 4.65% g_v 0.0359% 4.19% v_g 0.0039% 0.46%
m 0.1071% 5.27% g_m 0.0664% 3.26% m_g 0.0407% 2.00%
t 0.4441% 5.76% g_t 0.3771% 4.89% t_g 0.0669% 0.87%
i 0.8661% 14.62% g_i 0.1277% 2.16% i_g 0.7384% 12.47%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0012% 0.19% p_' 0.0006% 0.10% '_p 0.0005% 0.09%
v 0.0040% 0.47% p_v 0.0022% 0.26% v_p 0.0019% 0.22%
q 0.0005% 0.79% p_q 0.0004% 0.66% q_p 0.0001% 0.13%
m 0.0190% 0.93% p_m 0.0066% 0.32% m_p 0.0124% 0.61%
j 0.0022% 1.16% p_j 0.0007% 0.37% j_p 0.0015% 0.79%
x 0.0026% 1.55% p_x 0.0013% 0.79% x_p 0.0013% 0.76%
b 0.0213% 1.59% p_b 0.0195% 1.46% b_p 0.0018% 0.13%
0.2804% 1.63% p_␣ 0.0844% 0.49% ␣_p 0.1960% 1.14%
g 0.0301% 1.66% p_g 0.0079% 0.44% g_p 0.0222% 1.23%
? 0.0024% 1.75% p_? 0.0012% 0.88% ?_p 0.0012% 0.87%
h 0.0724% 1.79% p_h 0.0061% 0.15% h_p 0.0663% 1.64%
w 0.0292% 1.83% p_w 0.0214% 1.34% w_p 0.0078% 0.49%
f 0.0291% 1.87% p_f 0.0082% 0.52% f_p 0.0209% 1.34%
k 0.0155% 1.89% p_k 0.0047% 0.58% k_p 0.0107% 1.31%
. 0.0218% 1.90% p_. 0.0094% 0.82% ._p 0.0124% 1.08%
" 0.0028% 1.93% p_" 0.0008% 0.56% "_p 0.0020% 1.37%
p 0.0354% 2.20% p_p 0.0177% 1.10% p_p 0.0177% 1.10%
: 0.0011% 2.34% p_: 0.0005% 1.06% :_p 0.0006% 1.28%
t 0.1895% 2.46% p_t 0.0765% 0.99% t_p 0.1130% 1.47%
u 0.0649% 2.51% p_u 0.0142% 0.55% u_p 0.0507% 1.96%
; 0.0002% 2.66% p_; 0.0001% 0.78% ;_p 0.0002% 1.88%
l 0.0917% 2.69% p_l 0.0551% 1.62% l_p 0.0366% 1.08%
, 0.0184% 2.84% p_, 0.0056% 0.87% ,_p 0.0127% 1.97%
n 0.1540% 2.86% p_n 0.1075% 1.99% n_p 0.0465% 0.86%
i 0.1734% 2.93% p_i 0.1243% 2.10% i_p 0.0491% 0.83%
d 0.0866% 3.06% p_d 0.0307% 1.08% d_p 0.0559% 1.97%
/ 0.0015% 3.09% p_/ 0.0005% 1.09% /_p 0.0010% 2.00%
z 0.0023% 3.20% p_z 0.0015% 2.16% z_p 0.0007% 1.04%
- 0.0033% 3.37% p_- 0.0009% 0.87% -_p 0.0025% 2.50%
s 0.1806% 3.47% p_s 0.0889% 1.71% s_p 0.0917% 1.76%
a 0.2389% 3.72% p_a 0.1249% 1.95% a_p 0.1140% 1.78%
y 0.0906% 4.52% p_y 0.0436% 2.17% y_p 0.0470% 2.34%
c 0.1072% 5.00% p_c 0.0684% 3.19% c_p 0.0388% 1.81%
o 0.3597% 5.65% p_o 0.2418% 3.80% o_p 0.1179% 1.85%
e 0.5745% 6.11% p_e 0.2431% 2.58% e_p 0.3314% 3.52%
r 0.3181% 7.33% p_r 0.2002% 4.61% r_p 0.1179% 2.72%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
c 0.0147% 0.69% w_c 0.0089% 0.42% c_w 0.0058% 0.27%
q 0.0005% 0.80% w_q 0.0004% 0.61% q_w 0.0001% 0.19%
b 0.0133% 0.99% w_b 0.0087% 0.65% b_w 0.0046% 0.34%
0.2091% 1.21% w_␣ 0.1382% 0.80% ␣_w 0.0708% 0.41%
/ 0.0006% 1.29% w_/ 0.0002% 0.49% /_w 0.0004% 0.79%
v 0.0113% 1.32% w_v 0.0106% 1.24% v_w 0.0007% 0.08%
j 0.0027% 1.46% w_j 0.0009% 0.46% j_w 0.0019% 1.00%
x 0.0028% 1.64% w_x 0.0007% 0.39% x_w 0.0021% 1.25%
z 0.0012% 1.68% w_z 0.0007% 1.04% z_w 0.0005% 0.64%
' 0.0107% 1.74% w_' 0.0101% 1.63% '_w 0.0006% 0.10%
p 0.0292% 1.81% w_p 0.0078% 0.48% p_w 0.0214% 1.33%
o 0.1263% 1.98% w_o 0.0786% 1.24% o_w 0.0477% 0.75%
g 0.0371% 2.05% w_g 0.0068% 0.38% g_w 0.0302% 1.67%
k 0.0171% 2.09% w_k 0.0042% 0.51% k_w 0.0129% 1.58%
m 0.0461% 2.27% w_m 0.0260% 1.28% m_w 0.0201% 0.99%
- 0.0024% 2.45% w_- 0.0007% 0.72% -_w 0.0017% 1.73%
h 0.0991% 2.46% w_h 0.0111% 0.27% h_w 0.0880% 2.18%
w 0.0396% 2.48% w_w 0.0198% 1.24% w_w 0.0198% 1.24%
a 0.1603% 2.50% w_a 0.1166% 1.82% a_w 0.0436% 0.68%
f 0.0413% 2.65% w_f 0.0091% 0.59% f_w 0.0322% 2.07%
i 0.1637% 2.76% w_i 0.1030% 1.74% i_w 0.0607% 1.02%
" 0.0050% 3.41% w_" 0.0011% 0.76% "_w 0.0039% 2.65%
. 0.0409% 3.56% w_. 0.0081% 0.71% ._w 0.0327% 2.86%
e 0.3385% 3.60% w_e 0.1256% 1.33% e_w 0.2129% 2.26%
: 0.0017% 3.86% w_: 0.0004% 0.83% :_w 0.0014% 3.03%
d 0.1122% 3.96% w_d 0.0204% 0.72% d_w 0.0918% 3.24%
u 0.1076% 4.16% w_u 0.0816% 3.15% u_w 0.0260% 1.00%
; 0.0004% 4.57% w_; 0.0001% 0.68% ;_w 0.0004% 3.89%
t 0.3554% 4.61% w_t 0.1969% 2.55% t_w 0.1585% 2.06%
l 0.1605% 4.71% w_l 0.0940% 2.76% l_w 0.0666% 1.95%
n 0.2620% 4.86% w_n 0.0906% 1.68% n_w 0.1714% 3.18%
? 0.0070% 4.97% w_? 0.0009% 0.62% ?_w 0.0061% 4.36%
s 0.2829% 5.44% w_s 0.1553% 2.99% s_w 0.1276% 2.45%
r 0.2437% 5.61% w_r 0.1669% 3.85% r_w 0.0768% 1.77%
, 0.0462% 7.14% w_, 0.0038% 0.59% ,_w 0.0424% 6.55%
y 0.1769% 8.82% w_y 0.1039% 5.18% y_w 0.0730% 3.64%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0016% 0.25% f_' 0.0011% 0.18% '_f 0.0004% 0.07%
h 0.0357% 0.88% f_h 0.0219% 0.54% h_f 0.0137% 0.34%
v 0.0093% 1.08% f_v 0.0090% 1.05% v_f 0.0003% 0.03%
z 0.0008% 1.10% f_z 0.0005% 0.67% z_f 0.0003% 0.43%
f 0.0205% 1.32% f_f 0.0102% 0.66% f_f 0.0102% 0.66%
? 0.0021% 1.48% f_? 0.0012% 0.83% ?_f 0.0009% 0.65%
k 0.0135% 1.65% f_k 0.0045% 0.54% k_f 0.0090% 1.10%
q 0.0011% 1.72% f_q 0.0010% 1.60% q_f 0.0001% 0.12%
p 0.0291% 1.81% f_p 0.0209% 1.30% p_f 0.0082% 0.51%
. 0.0213% 1.86% f_. 0.0110% 0.96% ._f 0.0103% 0.90%
a 0.1260% 1.96% f_a 0.0695% 1.08% a_f 0.0564% 0.88%
j 0.0037% 1.97% f_j 0.0030% 1.60% j_f 0.0007% 0.37%
u 0.0522% 2.02% f_u 0.0230% 0.89% u_f 0.0292% 1.13%
: 0.0010% 2.12% f_: 0.0003% 0.63% :_f 0.0007% 1.50%
m 0.0441% 2.17% f_m 0.0325% 1.60% m_f 0.0116% 0.57%
b 0.0316% 2.37% f_b 0.0128% 0.96% b_f 0.0189% 1.41%
, 0.0158% 2.43% f_, 0.0054% 0.83% ,_f 0.0104% 1.61%
/ 0.0012% 2.46% f_/ 0.0004% 0.91% /_f 0.0008% 1.55%
- 0.0025% 2.48% f_- 0.0011% 1.08% -_f 0.0014% 1.39%
n 0.1372% 2.54% f_n 0.0881% 1.63% n_f 0.0491% 0.91%
i 0.1523% 2.57% f_i 0.0915% 1.54% i_f 0.0608% 1.03%
w 0.0413% 2.59% f_w 0.0322% 2.02% w_f 0.0091% 0.57%
s 0.1408% 2.71% f_s 0.0528% 1.01% s_f 0.0881% 1.69%
g 0.0500% 2.76% f_g 0.0212% 1.17% g_f 0.0287% 1.59%
o 0.1774% 2.79% f_o 0.0967% 1.52% o_f 0.0807% 1.27%
; 0.0003% 2.87% f_; 0.0001% 0.92% ;_f 0.0002% 1.95%
t 0.2419% 3.14% f_t 0.1539% 2.00% t_f 0.0881% 1.14%
e 0.3076% 3.27% f_e 0.1346% 1.43% e_f 0.1730% 1.84%
0.5696% 3.31% f_␣ 0.0694% 0.40% ␣_f 0.5002% 2.90%
l 0.1161% 3.41% f_l 0.0688% 2.02% l_f 0.0473% 1.39%
x 0.0064% 3.76% f_x 0.0054% 3.17% x_f 0.0010% 0.59%
d 0.1093% 3.86% f_d 0.0159% 0.56% d_f 0.0934% 3.30%
" 0.0058% 3.98% f_" 0.0034% 2.29% "_f 0.0025% 1.68%
y 0.0967% 4.82% f_y 0.0489% 2.44% y_f 0.0477% 2.38%
c 0.1282% 5.98% f_c 0.1138% 5.31% c_f 0.0144% 0.67%
r 0.4192% 9.66% f_r 0.3472% 8.00% r_f 0.0719% 1.66%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0012% 0.20% b_' 0.0007% 0.11% '_b 0.0006% 0.09%
q 0.0004% 0.60% b_q 0.0003% 0.50% q_b 0.0001% 0.10%
h 0.0266% 0.66% b_h 0.0086% 0.21% h_b 0.0180% 0.45%
v 0.0058% 0.68% b_v 0.0037% 0.43% v_b 0.0021% 0.25%
w 0.0133% 0.83% b_w 0.0046% 0.29% w_b 0.0087% 0.54%
m 0.0224% 1.10% b_m 0.0075% 0.37% m_b 0.0149% 0.73%
k 0.0102% 1.25% b_k 0.0032% 0.39% k_b 0.0071% 0.86%
p 0.0213% 1.32% b_p 0.0018% 0.11% p_b 0.0195% 1.21%
/ 0.0008% 1.58% b_/ 0.0003% 0.52% /_b 0.0005% 1.06%
n 0.0884% 1.64% b_n 0.0344% 0.64% n_b 0.0540% 1.00%
i 0.1051% 1.77% b_i 0.0886% 1.50% i_b 0.0165% 0.28%
a 0.1186% 1.85% b_a 0.0480% 0.75% a_b 0.0706% 1.10%
0.3333% 1.93% b_␣ 0.2072% 1.20% ␣_b 0.1261% 0.73%
f 0.0316% 2.03% b_f 0.0189% 1.21% f_b 0.0128% 0.82%
: 0.0010% 2.12% b_: 0.0002% 0.50% :_b 0.0007% 1.62%
o 0.1436% 2.26% b_o 0.0530% 0.83% o_b 0.0906% 1.42%
" 0.0034% 2.29% b_" 0.0004% 0.29% "_b 0.0029% 2.00%
- 0.0023% 2.34% b_- 0.0005% 0.52% -_b 0.0018% 1.82%
? 0.0033% 2.34% b_? 0.0011% 0.78% ?_b 0.0022% 1.56%
z 0.0019% 2.69% b_z 0.0014% 1.91% z_b 0.0006% 0.78%
g 0.0493% 2.72% b_g 0.0250% 1.38% g_b 0.0242% 1.34%
. 0.0353% 3.08% b_. 0.0069% 0.60% ._b 0.0284% 2.48%
e 0.2933% 3.12% b_e 0.1402% 1.49% e_b 0.1531% 1.63%
l 0.1098% 3.22% b_l 0.0611% 1.79% l_b 0.0488% 1.43%
s 0.1680% 3.23% b_s 0.0563% 1.08% s_b 0.1117% 2.15%
r 0.1546% 3.56% b_r 0.0613% 1.41% r_b 0.0933% 2.15%
b 0.0476% 3.57% b_b 0.0238% 1.78% b_b 0.0238% 1.78%
; 0.0003% 3.67% b_; 0.0000% 0.29% ;_b 0.0003% 3.38%
x 0.0070% 4.13% b_x 0.0053% 3.10% x_b 0.0017% 1.02%
u 0.1122% 4.33% b_u 0.0826% 3.19% u_b 0.0295% 1.14%
t 0.3372% 4.37% b_t 0.2283% 2.96% t_b 0.1089% 1.41%
y 0.0935% 4.66% b_y 0.0420% 2.09% y_b 0.0515% 2.57%
d 0.1340% 4.73% b_d 0.0388% 1.37% d_b 0.0953% 3.36%
c 0.1046% 4.88% b_c 0.0952% 4.44% c_b 0.0094% 0.44%
j 0.0113% 5.98% b_j 0.0004% 0.21% j_b 0.0109% 5.77%
, 0.0826% 12.74% b_, 0.0038% 0.58% ,_b 0.0788% 12.16%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0004% 0.06% ._, 0.0001% 0.02% ,_. 0.0003% 0.04%
0.0331% 0.19% ._␣ 0.0265% 0.15% ␣_. 0.0065% 0.04%
- 0.0003% 0.34% ._- 0.0002% 0.16% -_. 0.0002% 0.18%
? 0.0008% 0.60% ._? 0.0005% 0.34% ?_. 0.0004% 0.26%
' 0.0056% 0.90% ._' 0.0004% 0.07% '_. 0.0052% 0.83%
q 0.0006% 0.92% ._q 0.0005% 0.72% q_. 0.0001% 0.20%
x 0.0018% 1.05% ._x 0.0003% 0.20% x_. 0.0014% 0.85%
h 0.0439% 1.09% ._h 0.0284% 0.70% h_. 0.0154% 0.38%
/ 0.0006% 1.29% ._/ 0.0004% 0.91% /_. 0.0002% 0.38%
d 0.0379% 1.34% ._d 0.0114% 0.40% d_. 0.0265% 0.93%
p 0.0218% 1.36% ._p 0.0124% 0.77% p_. 0.0094% 0.58%
f 0.0213% 1.37% ._f 0.0103% 0.66% f_. 0.0110% 0.71%
v 0.0126% 1.47% ._v 0.0015% 0.17% v_. 0.0111% 1.30%
u 0.0437% 1.69% ._u 0.0048% 0.19% u_. 0.0389% 1.50%
y 0.0348% 1.74% ._y 0.0259% 1.29% y_. 0.0089% 0.45%
s 0.0934% 1.80% ._s 0.0355% 0.68% s_. 0.0580% 1.11%
k 0.0151% 1.85% ._k 0.0023% 0.28% k_. 0.0128% 1.57%
o 0.1191% 1.87% ._o 0.0169% 0.27% o_. 0.1022% 1.61%
e 0.1806% 1.92% ._e 0.0130% 0.14% e_. 0.1675% 1.78%
a 0.1250% 1.95% ._a 0.0462% 0.72% a_. 0.0788% 1.23%
r 0.0847% 1.95% ._r 0.0068% 0.16% r_. 0.0778% 1.79%
t 0.1609% 2.09% ._t 0.0988% 1.28% t_. 0.0621% 0.81%
g 0.0378% 2.09% ._g 0.0081% 0.45% g_. 0.0297% 1.64%
; 0.0002% 2.11% ._; 0.0002% 2.03% ;_. 0.0000% 0.08%
n 0.1352% 2.51% ._n 0.0181% 0.34% n_. 0.1172% 2.17%
l 0.0855% 2.51% ._l 0.0108% 0.32% l_. 0.0747% 2.19%
c 0.0544% 2.54% ._c 0.0103% 0.48% c_. 0.0441% 2.06%
w 0.0409% 2.56% ._w 0.0327% 2.05% w_. 0.0081% 0.51%
" 0.0038% 2.60% ._" 0.0032% 2.16% "_. 0.0007% 0.45%
b 0.0353% 2.64% ._b 0.0284% 2.13% b_. 0.0069% 0.51%
m 0.0554% 2.72% ._m 0.0184% 0.90% m_. 0.0370% 1.82%
z 0.0021% 2.91% ._z 0.0002% 0.29% z_. 0.0019% 2.62%
: 0.0014% 3.15% ._: 0.0013% 2.96% :_. 0.0001% 0.18%
j 0.0068% 3.61% ._j 0.0064% 3.43% j_. 0.0003% 0.18%
i 0.2369% 4.00% ._i 0.1496% 2.53% i_. 0.0873% 1.47%
. 0.0882% 7.70% ._. 0.0441% 3.85% ._. 0.0441% 3.85%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
q 0.0000% 0.03% v_q 0.0000% 0.01% q_v 0.0000% 0.02%
' 0.0006% 0.09% v_' 0.0004% 0.07% '_v 0.0002% 0.03%
p 0.0040% 0.25% v_p 0.0019% 0.12% p_v 0.0022% 0.14%
x 0.0006% 0.35% v_x 0.0003% 0.16% x_v 0.0003% 0.20%
b 0.0058% 0.43% v_b 0.0021% 0.16% b_v 0.0037% 0.27%
a 0.0287% 0.45% v_a 0.0057% 0.09% a_v 0.0231% 0.36%
j 0.0009% 0.47% v_j 0.0001% 0.03% j_v 0.0008% 0.44%
z 0.0004% 0.50% v_z 0.0002% 0.33% z_v 0.0001% 0.17%
y 0.0101% 0.50% v_y 0.0014% 0.07% y_v 0.0087% 0.43%
u 0.0141% 0.54% v_u 0.0019% 0.07% u_v 0.0122% 0.47%
k 0.0045% 0.55% v_k 0.0009% 0.11% k_v 0.0036% 0.44%
f 0.0093% 0.59% v_f 0.0003% 0.02% f_v 0.0090% 0.58%
v 0.0057% 0.66% v_v 0.0028% 0.33% v_v 0.0028% 0.33%
o 0.0447% 0.70% v_o 0.0167% 0.26% o_v 0.0281% 0.44%
w 0.0113% 0.71% v_w 0.0007% 0.04% w_v 0.0106% 0.67%
- 0.0009% 0.86% v_- 0.0004% 0.41% -_v 0.0004% 0.44%
e 0.0838% 0.89% v_e 0.0174% 0.18% e_v 0.0664% 0.71%
? 0.0014% 1.00% v_? 0.0013% 0.91% ?_v 0.0001% 0.08%
i 0.0594% 1.00% v_i 0.0093% 0.16% i_v 0.0502% 0.85%
; 0.0001% 1.00% v_; 0.0001% 0.70% ;_v 0.0000% 0.31%
t 0.0791% 1.03% v_t 0.0275% 0.36% t_v 0.0517% 0.67%
. 0.0126% 1.10% v_. 0.0111% 0.97% ._v 0.0015% 0.13%
" 0.0016% 1.11% v_" 0.0008% 0.53% "_v 0.0008% 0.58%
: 0.0006% 1.24% v_: 0.0004% 0.97% :_v 0.0001% 0.27%
, 0.0080% 1.24% v_, 0.0059% 0.91% ,_v 0.0021% 0.33%
m 0.0267% 1.31% v_m 0.0039% 0.19% m_v 0.0229% 1.12%
c 0.0284% 1.32% v_c 0.0179% 0.84% c_v 0.0105% 0.49%
/ 0.0007% 1.35% v_/ 0.0004% 0.85% /_v 0.0002% 0.50%
s 0.0755% 1.45% v_s 0.0399% 0.77% s_v 0.0356% 0.69%
g 0.0398% 2.20% v_g 0.0039% 0.22% g_v 0.0359% 1.98%
d 0.0646% 2.28% v_d 0.0396% 1.40% d_v 0.0250% 0.88%
0.4186% 2.43% v_␣ 0.2655% 1.54% ␣_v 0.1532% 0.89%
n 0.1567% 2.90% v_n 0.1180% 2.19% n_v 0.0386% 0.72%
l 0.1109% 3.25% v_l 0.0563% 1.65% l_v 0.0547% 1.60%
h 0.1521% 3.77% v_h 0.0016% 0.04% h_v 0.1505% 3.73%
r 0.2669% 6.15% v_r 0.2103% 4.84% r_v 0.0567% 1.31%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
x 0.0002% 0.12% k_x 0.0001% 0.06% x_k 0.0001% 0.05%
' 0.0009% 0.14% k_' 0.0008% 0.13% '_k 0.0001% 0.01%
h 0.0126% 0.31% k_h 0.0081% 0.20% h_k 0.0044% 0.11%
g 0.0064% 0.35% k_g 0.0041% 0.23% g_k 0.0023% 0.12%
k 0.0029% 0.36% k_k 0.0015% 0.18% k_k 0.0015% 0.18%
c 0.0099% 0.46% k_c 0.0074% 0.35% c_k 0.0024% 0.11%
v 0.0045% 0.53% k_v 0.0036% 0.42% v_k 0.0009% 0.11%
q 0.0004% 0.60% k_q 0.0004% 0.58% q_k 0.0000% 0.02%
b 0.0102% 0.77% k_b 0.0071% 0.53% b_k 0.0032% 0.24%
r 0.0346% 0.80% k_r 0.0218% 0.50% r_k 0.0128% 0.29%
s 0.0443% 0.85% k_s 0.0334% 0.64% s_k 0.0109% 0.21%
f 0.0135% 0.87% k_f 0.0090% 0.58% f_k 0.0045% 0.29%
- 0.0010% 0.96% k_- 0.0007% 0.69% -_k 0.0003% 0.27%
p 0.0155% 0.96% k_p 0.0107% 0.67% p_k 0.0047% 0.29%
e 0.0904% 0.96% k_e 0.0271% 0.29% e_k 0.0633% 0.67%
w 0.0171% 1.07% k_w 0.0129% 0.81% w_k 0.0042% 0.26%
; 0.0001% 1.23% k_; 0.0001% 1.09% ;_k 0.0000% 0.14%
? 0.0017% 1.24% k_? 0.0016% 1.11% ?_k 0.0002% 0.13%
. 0.0151% 1.32% k_. 0.0128% 1.12% ._k 0.0023% 0.20%
0.2349% 1.36% k_␣ 0.2128% 1.24% ␣_k 0.0220% 0.13%
z 0.0010% 1.39% k_z 0.0005% 0.65% z_k 0.0005% 0.73%
t 0.1073% 1.39% k_t 0.0531% 0.69% t_k 0.0542% 0.70%
: 0.0006% 1.40% k_: 0.0005% 1.06% :_k 0.0002% 0.34%
" 0.0022% 1.49% k_" 0.0017% 1.13% "_k 0.0005% 0.36%
, 0.0106% 1.63% k_, 0.0081% 1.24% ,_k 0.0025% 0.39%
/ 0.0008% 1.64% k_/ 0.0006% 1.24% /_k 0.0002% 0.39%
y 0.0332% 1.66% k_y 0.0244% 1.22% y_k 0.0089% 0.44%
d 0.0505% 1.78% k_d 0.0432% 1.53% d_k 0.0073% 0.26%
n 0.1176% 2.18% k_n 0.1093% 2.03% n_k 0.0083% 0.15%
u 0.0585% 2.26% k_u 0.0080% 0.31% u_k 0.0505% 1.95%
i 0.1493% 2.52% k_i 0.0309% 0.52% i_k 0.1184% 2.00%
a 0.1722% 2.68% k_a 0.0367% 0.57% a_k 0.1355% 2.11%
o 0.1976% 3.10% k_o 0.0747% 1.17% o_k 0.1229% 1.93%
j 0.0063% 3.37% k_j 0.0009% 0.50% j_k 0.0054% 2.87%
m 0.0695% 3.42% k_m 0.0095% 0.47% m_k 0.0600% 2.95%
l 0.1351% 3.96% k_l 0.0276% 0.81% l_k 0.1074% 3.15%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0001% 0.01% ,_, 0.0000% 0.00% ,_, 0.0000% 0.00%
0.0032% 0.02% ,_␣ 0.0019% 0.01% ␣_, 0.0012% 0.01%
; 0.0000% 0.02% ,_; 0.0000% 0.00% ;_, 0.0000% 0.02%
: 0.0000% 0.03% ,_: 0.0000% 0.01% :_, 0.0000% 0.02%
. 0.0004% 0.04% ,_. 0.0003% 0.02% ._, 0.0001% 0.01%
? 0.0001% 0.07% ,_? 0.0000% 0.00% ?_, 0.0001% 0.07%
- 0.0001% 0.12% ,_- 0.0000% 0.04% -_, 0.0001% 0.07%
' 0.0024% 0.39% ,_' 0.0004% 0.06% '_, 0.0020% 0.33%
x 0.0009% 0.56% ,_x 0.0001% 0.08% x_, 0.0008% 0.47%
/ 0.0003% 0.70% ,_/ 0.0002% 0.45% /_, 0.0001% 0.26%
h 0.0295% 0.73% ,_h 0.0205% 0.51% h_, 0.0090% 0.22%
q 0.0006% 0.89% ,_q 0.0005% 0.77% q_, 0.0001% 0.11%
v 0.0080% 0.94% ,_v 0.0021% 0.25% v_, 0.0059% 0.69%
d 0.0267% 0.94% ,_d 0.0125% 0.44% d_, 0.0143% 0.50%
f 0.0158% 1.01% ,_f 0.0104% 0.67% f_, 0.0054% 0.34%
u 0.0262% 1.01% ,_u 0.0045% 0.17% u_, 0.0217% 0.84%
p 0.0184% 1.14% ,_p 0.0127% 0.79% p_, 0.0056% 0.35%
o 0.0800% 1.26% ,_o 0.0213% 0.33% o_, 0.0587% 0.92%
e 0.1185% 1.26% ,_e 0.0197% 0.21% e_, 0.0988% 1.05%
r 0.0551% 1.27% ,_r 0.0100% 0.23% r_, 0.0451% 1.04%
k 0.0106% 1.29% ,_k 0.0025% 0.31% k_, 0.0081% 0.98%
g 0.0237% 1.31% ,_g 0.0079% 0.44% g_, 0.0158% 0.88%
y 0.0292% 1.46% ,_y 0.0252% 1.26% y_, 0.0041% 0.20%
t 0.1127% 1.46% ,_t 0.0819% 1.06% t_, 0.0307% 0.40%
s 0.0772% 1.48% ,_s 0.0403% 0.78% s_, 0.0368% 0.71%
n 0.0874% 1.62% ,_n 0.0193% 0.36% n_, 0.0682% 1.26%
m 0.0356% 1.75% ,_m 0.0169% 0.83% m_, 0.0188% 0.92%
c 0.0383% 1.79% ,_c 0.0130% 0.61% c_, 0.0253% 1.18%
l 0.0635% 1.86% ,_l 0.0116% 0.34% l_, 0.0519% 1.52%
z 0.0014% 1.92% ,_z 0.0003% 0.36% z_, 0.0011% 1.57%
" 0.0034% 2.29% ,_" 0.0033% 2.27% "_, 0.0000% 0.02%
a 0.1507% 2.35% ,_a 0.0938% 1.46% a_, 0.0570% 0.89%
i 0.1437% 2.43% ,_i 0.0943% 1.59% i_, 0.0494% 0.83%
w 0.0462% 2.90% ,_w 0.0424% 2.66% w_, 0.0038% 0.24%
j 0.0072% 3.83% ,_j 0.0070% 3.71% j_, 0.0002% 0.11%
b 0.0826% 6.18% ,_b 0.0788% 5.90% b_, 0.0038% 0.28%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
y 0.0013% 0.06% '_y 0.0002% 0.01% y_' 0.0011% 0.05%
t 0.0049% 0.06% '_t 0.0013% 0.02% t_' 0.0036% 0.05%
v 0.0006% 0.07% '_v 0.0002% 0.02% v_' 0.0004% 0.05%
p 0.0012% 0.07% '_p 0.0005% 0.03% p_' 0.0006% 0.04%
' 0.0005% 0.08% '_' 0.0002% 0.04% '_' 0.0002% 0.04%
b 0.0012% 0.09% '_b 0.0006% 0.04% b_' 0.0007% 0.05%
g 0.0017% 0.09% '_g 0.0002% 0.01% g_' 0.0015% 0.08%
u 0.0024% 0.09% '_u 0.0007% 0.03% u_' 0.0017% 0.07%
x 0.0002% 0.10% '_x 0.0001% 0.05% x_' 0.0001% 0.05%
f 0.0016% 0.10% '_f 0.0004% 0.03% f_' 0.0011% 0.07%
c 0.0022% 0.10% '_c 0.0005% 0.02% c_' 0.0017% 0.08%
k 0.0009% 0.11% '_k 0.0001% 0.01% k_' 0.0008% 0.10%
j 0.0002% 0.11% '_j 0.0001% 0.04% j_' 0.0001% 0.07%
q 0.0001% 0.13% '_q 0.0000% 0.06% q_' 0.0000% 0.07%
m 0.0027% 0.13% '_m 0.0008% 0.04% m_' 0.0019% 0.09%
n 0.0082% 0.15% '_n 0.0009% 0.02% n_' 0.0074% 0.14%
- 0.0002% 0.22% '_- 0.0001% 0.15% -_' 0.0001% 0.07%
/ 0.0001% 0.22% '_/ 0.0001% 0.17% /_' 0.0000% 0.05%
; 0.0000% 0.23% '_; 0.0000% 0.14% ;_' 0.0000% 0.08%
z 0.0002% 0.23% '_z 0.0000% 0.02% z_' 0.0002% 0.21%
: 0.0001% 0.27% '_: 0.0000% 0.07% :_' 0.0001% 0.20%
? 0.0005% 0.35% '_? 0.0004% 0.31% ?_' 0.0000% 0.03%
, 0.0024% 0.37% '_, 0.0020% 0.31% ,_' 0.0004% 0.06%
. 0.0056% 0.49% '_. 0.0052% 0.45% ._' 0.0004% 0.04%
r 0.0225% 0.52% '_r 0.0011% 0.03% r_' 0.0214% 0.49%
h 0.0262% 0.65% '_h 0.0014% 0.03% h_' 0.0248% 0.62%
w 0.0107% 0.67% '_w 0.0006% 0.04% w_' 0.0101% 0.63%
" 0.0011% 0.77% '_" 0.0002% 0.16% "_' 0.0009% 0.60%
l 0.0273% 0.80% '_l 0.0206% 0.61% l_' 0.0067% 0.20%
a 0.0714% 1.11% '_a 0.0025% 0.04% a_' 0.0689% 1.07%
s 0.0585% 1.12% '_s 0.0008% 0.02% s_' 0.0577% 1.11%
e 0.1349% 1.43% '_e 0.0854% 0.91% e_' 0.0495% 0.53%
d 0.0420% 1.48% '_d 0.0005% 0.02% d_' 0.0416% 1.47%
i 0.1014% 1.71% '_i 0.0021% 0.03% i_' 0.0994% 1.68%
o 0.1291% 2.03% '_o 0.0025% 0.04% o_' 0.1265% 1.99%
0.5662% 3.29% '_␣ 0.4930% 2.86% ␣_' 0.0732% 0.42%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
0.0053% 0.03% j_␣ 0.0024% 0.01% ␣_j 0.0029% 0.02%
' 0.0002% 0.03% j_' 0.0001% 0.02% '_j 0.0001% 0.01%
q 0.0000% 0.05% j_q 0.0000% 0.03% q_j 0.0000% 0.02%
h 0.0039% 0.10% j_h 0.0019% 0.05% h_j 0.0021% 0.05%
v 0.0009% 0.10% j_v 0.0008% 0.10% v_j 0.0001% 0.01%
p 0.0022% 0.14% j_p 0.0015% 0.09% p_j 0.0007% 0.04%
a 0.0087% 0.14% j_a 0.0018% 0.03% a_j 0.0069% 0.11%
l 0.0051% 0.15% j_l 0.0010% 0.03% l_j 0.0041% 0.12%
o 0.0104% 0.16% j_o 0.0003% 0.00% o_j 0.0101% 0.16%
w 0.0027% 0.17% j_w 0.0019% 0.12% w_j 0.0009% 0.05%
g 0.0035% 0.20% j_g 0.0010% 0.06% g_j 0.0025% 0.14%
t 0.0168% 0.22% j_t 0.0012% 0.02% t_j 0.0155% 0.20%
/ 0.0001% 0.23% j_/ 0.0000% 0.05% /_j 0.0001% 0.19%
n 0.0126% 0.23% j_n 0.0055% 0.10% n_j 0.0071% 0.13%
f 0.0037% 0.24% j_f 0.0007% 0.04% f_j 0.0030% 0.19%
i 0.0161% 0.27% j_i 0.0046% 0.08% i_j 0.0115% 0.19%
" 0.0004% 0.30% j_" 0.0000% 0.03% "_j 0.0004% 0.27%
e 0.0297% 0.32% j_e 0.0012% 0.01% e_j 0.0285% 0.30%
j 0.0006% 0.32% j_j 0.0003% 0.16% j_j 0.0003% 0.16%
z 0.0002% 0.33% j_z 0.0002% 0.24% z_j 0.0001% 0.09%
u 0.0089% 0.34% j_u 0.0018% 0.07% u_j 0.0071% 0.27%
- 0.0004% 0.39% j_- 0.0000% 0.03% -_j 0.0004% 0.35%
x 0.0007% 0.41% j_x 0.0001% 0.07% x_j 0.0006% 0.34%
? 0.0007% 0.50% j_? 0.0000% 0.03% ?_j 0.0007% 0.48%
r 0.0224% 0.52% j_r 0.0116% 0.27% r_j 0.0108% 0.25%
d 0.0150% 0.53% j_d 0.0050% 0.18% d_j 0.0100% 0.35%
. 0.0068% 0.59% j_. 0.0003% 0.03% ._j 0.0064% 0.56%
c 0.0134% 0.63% j_c 0.0129% 0.60% c_j 0.0005% 0.02%
m 0.0147% 0.72% j_m 0.0046% 0.23% m_j 0.0101% 0.50%
y 0.0149% 0.74% j_y 0.0061% 0.30% y_j 0.0088% 0.44%
k 0.0063% 0.77% j_k 0.0054% 0.66% k_j 0.0009% 0.11%
b 0.0113% 0.84% j_b 0.0109% 0.81% b_j 0.0004% 0.03%
: 0.0004% 0.89% j_: 0.0000% 0.01% :_j 0.0004% 0.89%
; 0.0001% 0.92% j_; 0.0000% 0.02% ;_j 0.0001% 0.90%
, 0.0072% 1.11% j_, 0.0002% 0.03% ,_j 0.0070% 1.08%
s 0.1284% 2.47% j_s 0.1064% 2.05% s_j 0.0220% 0.42%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
k 0.0002% 0.02% x_k 0.0001% 0.01% k_x 0.0001% 0.01%
' 0.0002% 0.03% x_' 0.0001% 0.01% '_x 0.0001% 0.01%
y 0.0009% 0.04% x_y 0.0005% 0.03% y_x 0.0003% 0.02%
q 0.0000% 0.05% x_q 0.0000% 0.04% q_x 0.0000% 0.01%
h 0.0022% 0.06% x_h 0.0018% 0.05% h_x 0.0004% 0.01%
v 0.0006% 0.07% x_v 0.0003% 0.04% v_x 0.0003% 0.03%
i 0.0056% 0.09% x_i 0.0053% 0.09% i_x 0.0003% 0.01%
o 0.0064% 0.10% x_o 0.0057% 0.09% o_x 0.0007% 0.01%
u 0.0027% 0.11% x_u 0.0027% 0.10% u_x 0.0001% 0.00%
g 0.0020% 0.11% x_g 0.0014% 0.08% g_x 0.0006% 0.03%
, 0.0009% 0.15% x_, 0.0008% 0.12% ,_x 0.0001% 0.02%
. 0.0018% 0.16% x_. 0.0014% 0.13% ._x 0.0003% 0.03%
p 0.0026% 0.16% x_p 0.0013% 0.08% p_x 0.0013% 0.08%
w 0.0028% 0.17% x_w 0.0021% 0.13% w_x 0.0007% 0.04%
z 0.0001% 0.18% x_z 0.0001% 0.16% z_x 0.0000% 0.03%
; 0.0000% 0.18% x_; 0.0000% 0.10% ;_x 0.0000% 0.08%
? 0.0003% 0.20% x_? 0.0002% 0.16% ?_x 0.0000% 0.03%
d 0.0058% 0.20% x_d 0.0039% 0.14% d_x 0.0019% 0.07%
a 0.0135% 0.21% x_a 0.0116% 0.18% a_x 0.0019% 0.03%
: 0.0001% 0.23% x_: 0.0001% 0.20% :_x 0.0000% 0.04%
t 0.0187% 0.24% x_t 0.0042% 0.06% t_x 0.0145% 0.19%
n 0.0138% 0.26% x_n 0.0031% 0.06% n_x 0.0108% 0.20%
r 0.0151% 0.35% x_r 0.0123% 0.28% r_x 0.0028% 0.07%
j 0.0007% 0.37% x_j 0.0006% 0.31% j_x 0.0001% 0.06%
e 0.0345% 0.37% x_e 0.0322% 0.34% e_x 0.0023% 0.02%
f 0.0064% 0.41% x_f 0.0010% 0.06% f_x 0.0054% 0.35%
" 0.0007% 0.45% x_" 0.0002% 0.13% "_x 0.0005% 0.33%
x 0.0008% 0.50% x_x 0.0004% 0.25% x_x 0.0004% 0.25%
b 0.0070% 0.52% x_b 0.0017% 0.13% b_x 0.0053% 0.39%
s 0.0303% 0.58% x_s 0.0159% 0.31% s_x 0.0144% 0.28%
l 0.0202% 0.59% x_l 0.0137% 0.40% l_x 0.0065% 0.19%
0.1028% 0.60% x_␣ 0.0160% 0.09% ␣_x 0.0868% 0.50%
c 0.0146% 0.68% x_c 0.0143% 0.67% c_x 0.0003% 0.01%
- 0.0007% 0.75% x_- 0.0002% 0.22% -_x 0.0005% 0.52%
/ 0.0004% 0.75% x_/ 0.0001% 0.14% /_x 0.0003% 0.61%
m 0.0169% 0.83% x_m 0.0115% 0.56% m_x 0.0054% 0.27%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
0.0126% 0.07% "_␣ 0.0124% 0.07% ␣_" 0.0003% 0.00%
p 0.0028% 0.18% "_p 0.0020% 0.13% p_" 0.0008% 0.05%
' 0.0011% 0.18% "_' 0.0009% 0.14% '_" 0.0002% 0.04%
v 0.0016% 0.19% "_v 0.0008% 0.10% v_" 0.0008% 0.09%
/ 0.0001% 0.23% "_/ 0.0001% 0.11% /_" 0.0001% 0.12%
j 0.0004% 0.24% "_j 0.0004% 0.21% j_" 0.0000% 0.02%
l 0.0081% 0.24% "_l 0.0031% 0.09% l_" 0.0050% 0.15%
c 0.0052% 0.24% "_c 0.0021% 0.10% c_" 0.0031% 0.15%
t 0.0188% 0.24% "_t 0.0079% 0.10% t_" 0.0109% 0.14%
m 0.0050% 0.25% "_m 0.0023% 0.11% m_" 0.0027% 0.13%
b 0.0034% 0.25% "_b 0.0029% 0.22% b_" 0.0004% 0.03%
q 0.0002% 0.25% "_q 0.0002% 0.24% q_" 0.0000% 0.01%
n 0.0138% 0.26% "_n 0.0038% 0.07% n_" 0.0100% 0.18%
? 0.0004% 0.27% "_? 0.0001% 0.06% ?_" 0.0003% 0.21%
k 0.0022% 0.27% "_k 0.0005% 0.06% k_" 0.0017% 0.20%
i 0.0163% 0.28% "_i 0.0123% 0.21% i_" 0.0040% 0.07%
u 0.0076% 0.30% "_u 0.0050% 0.19% u_" 0.0027% 0.10%
r 0.0129% 0.30% "_r 0.0051% 0.12% r_" 0.0078% 0.18%
g 0.0056% 0.31% "_g 0.0006% 0.03% g_" 0.0049% 0.27%
s 0.0160% 0.31% "_s 0.0033% 0.06% s_" 0.0127% 0.25%
h 0.0125% 0.31% "_h 0.0102% 0.25% h_" 0.0023% 0.06%
w 0.0050% 0.31% "_w 0.0039% 0.24% w_" 0.0011% 0.07%
d 0.0092% 0.32% "_d 0.0015% 0.05% d_" 0.0077% 0.27%
z 0.0002% 0.33% "_z 0.0000% 0.04% z_" 0.0002% 0.28%
. 0.0038% 0.33% "_. 0.0007% 0.06% ._" 0.0032% 0.28%
y 0.0067% 0.33% "_y 0.0013% 0.07% y_" 0.0053% 0.27%
a 0.0226% 0.35% "_a 0.0144% 0.22% a_" 0.0082% 0.13%
f 0.0058% 0.37% "_f 0.0025% 0.16% f_" 0.0034% 0.22%
o 0.0241% 0.38% "_o 0.0159% 0.25% o_" 0.0082% 0.13%
e 0.0357% 0.38% "_e 0.0119% 0.13% e_" 0.0237% 0.25%
x 0.0007% 0.39% "_x 0.0005% 0.28% x_" 0.0002% 0.11%
, 0.0034% 0.52% "_, 0.0000% 0.00% ,_" 0.0033% 0.51%
; 0.0001% 0.72% "_; 0.0000% 0.12% ;_" 0.0001% 0.59%
" 0.0014% 0.99% "_" 0.0007% 0.49% "_" 0.0007% 0.49%
- 0.0011% 1.06% "_- 0.0007% 0.67% -_" 0.0004% 0.39%
: 0.0014% 3.18% "_: 0.0001% 0.11% :_" 0.0014% 3.07%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0001% 0.01% ?_, 0.0001% 0.01% ,_? 0.0000% 0.00%
0.0027% 0.02% ?_␣ 0.0023% 0.01% ␣_? 0.0004% 0.00%
- 0.0001% 0.07% ?_- 0.0000% 0.04% -_? 0.0000% 0.03%
. 0.0008% 0.07% ?_. 0.0004% 0.03% ._? 0.0005% 0.04%
' 0.0005% 0.08% ?_' 0.0000% 0.01% '_? 0.0004% 0.07%
q 0.0001% 0.08% ?_q 0.0000% 0.05% q_? 0.0000% 0.03%
f 0.0021% 0.13% ?_f 0.0009% 0.06% f_? 0.0012% 0.07%
p 0.0024% 0.15% ?_p 0.0012% 0.08% p_? 0.0012% 0.08%
x 0.0003% 0.16% ?_x 0.0000% 0.03% x_? 0.0002% 0.14%
v 0.0014% 0.16% ?_v 0.0001% 0.01% v_? 0.0013% 0.15%
s 0.0098% 0.19% ?_s 0.0030% 0.06% s_? 0.0067% 0.13%
t 0.0150% 0.19% ?_t 0.0079% 0.10% t_? 0.0071% 0.09%
d 0.0057% 0.20% ?_d 0.0025% 0.09% d_? 0.0033% 0.11%
u 0.0054% 0.21% ?_u 0.0003% 0.01% u_? 0.0051% 0.20%
k 0.0017% 0.21% ?_k 0.0002% 0.02% k_? 0.0016% 0.19%
r 0.0093% 0.21% ?_r 0.0006% 0.01% r_? 0.0086% 0.20%
y 0.0043% 0.22% ?_y 0.0033% 0.16% y_? 0.0010% 0.05%
e 0.0208% 0.22% ?_e 0.0010% 0.01% e_? 0.0198% 0.21%
h 0.0090% 0.22% ?_h 0.0032% 0.08% h_? 0.0057% 0.14%
g 0.0040% 0.22% ?_g 0.0009% 0.05% g_? 0.0032% 0.18%
b 0.0033% 0.25% ?_b 0.0022% 0.16% b_? 0.0011% 0.08%
" 0.0004% 0.25% ?_" 0.0003% 0.20% "_? 0.0001% 0.05%
m 0.0052% 0.26% ?_m 0.0016% 0.08% m_? 0.0036% 0.18%
o 0.0168% 0.26% ?_o 0.0029% 0.05% o_? 0.0139% 0.22%
a 0.0170% 0.27% ?_a 0.0047% 0.07% a_? 0.0124% 0.19%
l 0.0103% 0.30% ?_l 0.0018% 0.05% l_? 0.0085% 0.25%
/ 0.0001% 0.30% ?_/ 0.0001% 0.22% /_? 0.0000% 0.08%
n 0.0173% 0.32% ?_n 0.0023% 0.04% n_? 0.0150% 0.28%
c 0.0071% 0.33% ?_c 0.0016% 0.07% c_? 0.0055% 0.26%
z 0.0003% 0.36% ?_z 0.0000% 0.05% z_? 0.0002% 0.31%
j 0.0007% 0.37% ?_j 0.0007% 0.36% j_? 0.0000% 0.02%
w 0.0070% 0.44% ?_w 0.0061% 0.38% w_? 0.0009% 0.05%
i 0.0265% 0.45% ?_i 0.0151% 0.25% i_? 0.0114% 0.19%
: 0.0003% 0.59% ?_: 0.0002% 0.55% :_? 0.0000% 0.04%
; 0.0001% 0.78% ?_; 0.0001% 0.78% ;_? 0.0000% 0.00%
? 0.0019% 1.38% ?_? 0.0010% 0.69% ?_? 0.0010% 0.69%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0001% 0.02% -_, 0.0001% 0.01% ,_- 0.0000% 0.01%
. 0.0003% 0.03% -_. 0.0002% 0.02% ._- 0.0002% 0.01%
' 0.0002% 0.04% -_' 0.0001% 0.01% '_- 0.0001% 0.02%
0.0070% 0.04% -_␣ 0.0023% 0.01% ␣_- 0.0046% 0.03%
? 0.0001% 0.05% -_? 0.0000% 0.02% ?_- 0.0000% 0.03%
v 0.0009% 0.10% -_v 0.0004% 0.05% v_- 0.0004% 0.05%
q 0.0001% 0.12% -_q 0.0001% 0.10% q_- 0.0000% 0.01%
k 0.0010% 0.12% -_k 0.0003% 0.03% k_- 0.0007% 0.08%
d 0.0033% 0.12% -_d 0.0009% 0.03% d_- 0.0024% 0.09%
h 0.0053% 0.13% -_h 0.0037% 0.09% h_- 0.0017% 0.04%
y 0.0028% 0.14% -_y 0.0013% 0.06% y_- 0.0015% 0.08%
t 0.0112% 0.14% -_t 0.0044% 0.06% t_- 0.0068% 0.09%
w 0.0024% 0.15% -_w 0.0017% 0.11% w_- 0.0007% 0.04%
g 0.0028% 0.15% -_g 0.0006% 0.03% g_- 0.0021% 0.12%
m 0.0031% 0.15% -_m 0.0013% 0.06% m_- 0.0018% 0.09%
f 0.0025% 0.16% -_f 0.0014% 0.09% f_- 0.0011% 0.07%
/ 0.0001% 0.16% -_/ 0.0000% 0.10% /_- 0.0000% 0.06%
s 0.0086% 0.17% -_s 0.0026% 0.05% s_- 0.0061% 0.12%
b 0.0023% 0.17% -_b 0.0018% 0.14% b_- 0.0005% 0.04%
n 0.0098% 0.18% -_n 0.0041% 0.08% n_- 0.0057% 0.11%
c 0.0039% 0.18% -_c 0.0013% 0.06% c_- 0.0026% 0.12%
z 0.0001% 0.18% -_z 0.0000% 0.04% z_- 0.0001% 0.14%
u 0.0052% 0.20% -_u 0.0034% 0.13% u_- 0.0018% 0.07%
j 0.0004% 0.20% -_j 0.0004% 0.19% j_- 0.0000% 0.02%
e 0.0193% 0.21% -_e 0.0093% 0.10% e_- 0.0100% 0.11%
p 0.0033% 0.21% -_p 0.0025% 0.15% p_- 0.0009% 0.05%
; 0.0000% 0.23% -_; 0.0000% 0.06% ;_- 0.0000% 0.16%
r 0.0103% 0.24% -_r 0.0043% 0.10% r_- 0.0060% 0.14%
i 0.0141% 0.24% -_i 0.0102% 0.17% i_- 0.0040% 0.07%
a 0.0155% 0.24% -_a 0.0112% 0.18% a_- 0.0043% 0.07%
l 0.0093% 0.27% -_l 0.0024% 0.07% l_- 0.0069% 0.20%
o 0.0174% 0.27% -_o 0.0090% 0.14% o_- 0.0084% 0.13%
x 0.0007% 0.44% -_x 0.0005% 0.31% x_- 0.0002% 0.13%
" 0.0011% 0.72% -_" 0.0004% 0.27% "_- 0.0007% 0.45%
- 0.0071% 7.12% -_- 0.0035% 3.56% -_- 0.0035% 3.56%
: 0.0037% 8.20% -_: 0.0013% 2.97% :_- 0.0024% 5.23%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0002% 0.03% z_' 0.0002% 0.02% '_z 0.0000% 0.00%
q 0.0000% 0.03% z_q 0.0000% 0.02% q_z 0.0000% 0.01%
v 0.0004% 0.04% z_v 0.0001% 0.01% v_z 0.0002% 0.03%
h 0.0017% 0.04% z_h 0.0003% 0.01% h_z 0.0014% 0.03%
o 0.0028% 0.04% z_o 0.0015% 0.02% o_z 0.0012% 0.02%
y 0.0010% 0.05% z_y 0.0004% 0.02% y_z 0.0006% 0.03%
f 0.0008% 0.05% z_f 0.0003% 0.02% f_z 0.0005% 0.03%
e 0.0062% 0.07% z_e 0.0019% 0.02% e_z 0.0043% 0.05%
u 0.0017% 0.07% z_u 0.0002% 0.01% u_z 0.0015% 0.06%
w 0.0012% 0.08% z_w 0.0005% 0.03% w_z 0.0007% 0.05%
x 0.0001% 0.08% z_x 0.0000% 0.01% x_z 0.0001% 0.07%
a 0.0055% 0.09% z_a 0.0035% 0.05% a_z 0.0020% 0.03%
i 0.0051% 0.09% z_i 0.0011% 0.02% i_z 0.0040% 0.07%
t 0.0067% 0.09% z_t 0.0034% 0.04% t_z 0.0033% 0.04%
0.0181% 0.11% z_␣ 0.0165% 0.10% ␣_z 0.0017% 0.01%
c 0.0025% 0.12% z_c 0.0010% 0.05% c_z 0.0015% 0.07%
k 0.0010% 0.12% z_k 0.0005% 0.06% k_z 0.0005% 0.06%
j 0.0002% 0.12% z_j 0.0001% 0.03% j_z 0.0002% 0.09%
g 0.0024% 0.13% z_g 0.0005% 0.03% g_z 0.0018% 0.10%
- 0.0001% 0.13% z_- 0.0001% 0.10% -_z 0.0000% 0.03%
s 0.0071% 0.14% z_s 0.0029% 0.06% s_z 0.0042% 0.08%
p 0.0023% 0.14% z_p 0.0007% 0.05% p_z 0.0015% 0.10%
b 0.0019% 0.14% z_b 0.0006% 0.04% b_z 0.0014% 0.10%
" 0.0002% 0.16% z_" 0.0002% 0.14% "_z 0.0000% 0.02%
; 0.0000% 0.16% z_; 0.0000% 0.16% ;_z 0.0000% 0.00%
: 0.0001% 0.17% z_: 0.0000% 0.11% :_z 0.0000% 0.07%
. 0.0021% 0.18% z_. 0.0019% 0.16% ._z 0.0002% 0.02%
? 0.0003% 0.19% z_? 0.0002% 0.16% ?_z 0.0000% 0.03%
, 0.0014% 0.21% z_, 0.0011% 0.17% ,_z 0.0003% 0.04%
/ 0.0001% 0.30% z_/ 0.0001% 0.16% /_z 0.0001% 0.14%
d 0.0090% 0.32% z_d 0.0067% 0.24% d_z 0.0023% 0.08%
r 0.0161% 0.37% z_r 0.0075% 0.17% r_z 0.0086% 0.20%
n 0.0205% 0.38% z_n 0.0137% 0.25% n_z 0.0068% 0.13%
m 0.0081% 0.40% z_m 0.0010% 0.05% m_z 0.0071% 0.35%
l 0.0152% 0.45% z_l 0.0019% 0.06% l_z 0.0132% 0.39%
z 0.0004% 0.52% z_z 0.0002% 0.26% z_z 0.0002% 0.26%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
v 0.0000% 0.00% q_v 0.0000% 0.00% v_q 0.0000% 0.00%
q 0.0000% 0.01% q_q 0.0000% 0.01% q_q 0.0000% 0.01%
c 0.0003% 0.01% q_c 0.0001% 0.00% c_q 0.0002% 0.01%
' 0.0001% 0.01% q_' 0.0000% 0.01% '_q 0.0000% 0.01%
j 0.0000% 0.02% q_j 0.0000% 0.01% j_q 0.0000% 0.01%
u 0.0005% 0.02% q_u 0.0000% 0.00% u_q 0.0004% 0.02%
x 0.0000% 0.02% q_x 0.0000% 0.00% x_q 0.0000% 0.02%
h 0.0010% 0.02% q_h 0.0001% 0.00% h_q 0.0009% 0.02%
z 0.0000% 0.03% q_z 0.0000% 0.01% z_q 0.0000% 0.02%
m 0.0005% 0.03% q_m 0.0000% 0.00% m_q 0.0005% 0.03%
b 0.0004% 0.03% q_b 0.0001% 0.00% b_q 0.0003% 0.02%
p 0.0005% 0.03% q_p 0.0001% 0.01% p_q 0.0004% 0.03%
w 0.0005% 0.03% q_w 0.0001% 0.01% w_q 0.0004% 0.02%
? 0.0001% 0.04% q_? 0.0000% 0.01% ?_q 0.0000% 0.03%
k 0.0004% 0.05% q_k 0.0000% 0.00% k_q 0.0004% 0.05%
. 0.0006% 0.05% q_. 0.0001% 0.01% ._q 0.0005% 0.04%
t 0.0041% 0.05% q_t 0.0002% 0.00% t_q 0.0039% 0.05%
0.0101% 0.06% q_␣ 0.0010% 0.01% ␣_q 0.0091% 0.05%
g 0.0011% 0.06% q_g 0.0000% 0.00% g_q 0.0010% 0.06%
; 0.0000% 0.06% q_; 0.0000% 0.02% ;_q 0.0000% 0.04%
: 0.0000% 0.07% q_: 0.0000% 0.02% :_q 0.0000% 0.05%
f 0.0011% 0.07% q_f 0.0001% 0.01% f_q 0.0010% 0.07%
- 0.0001% 0.08% q_- 0.0000% 0.01% -_q 0.0001% 0.07%
n 0.0043% 0.08% q_n 0.0002% 0.00% n_q 0.0041% 0.08%
l 0.0027% 0.08% q_l 0.0002% 0.01% l_q 0.0025% 0.07%
o 0.0053% 0.08% q_o 0.0028% 0.04% o_q 0.0025% 0.04%
, 0.0006% 0.09% q_, 0.0001% 0.01% ,_q 0.0005% 0.08%
d 0.0029% 0.10% q_d 0.0001% 0.00% d_q 0.0028% 0.10%
" 0.0002% 0.11% q_" 0.0000% 0.01% "_q 0.0002% 0.11%
s 0.0062% 0.12% q_s 0.0002% 0.00% s_q 0.0060% 0.12%
/ 0.0001% 0.14% q_/ 0.0000% 0.01% /_q 0.0001% 0.13%
y 0.0028% 0.14% q_y 0.0000% 0.00% y_q 0.0028% 0.14%
r 0.0115% 0.27% q_r 0.0003% 0.01% r_q 0.0112% 0.26%
a 0.0175% 0.27% q_a 0.0139% 0.22% a_q 0.0036% 0.06%
e 0.0314% 0.33% q_e 0.0233% 0.25% e_q 0.0081% 0.09%
i 0.0233% 0.39% q_i 0.0224% 0.38% i_q 0.0010% 0.02%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
' 0.0001% 0.02% /_' 0.0000% 0.00% '_/ 0.0001% 0.01%
0.0051% 0.03% /_␣ 0.0011% 0.01% ␣_/ 0.0041% 0.02%
y 0.0008% 0.04% /_y 0.0004% 0.02% y_/ 0.0004% 0.02%
w 0.0006% 0.04% /_w 0.0004% 0.02% w_/ 0.0002% 0.02%
t 0.0036% 0.05% /_t 0.0013% 0.02% t_/ 0.0022% 0.03%
, 0.0003% 0.05% /_, 0.0001% 0.02% ,_/ 0.0002% 0.03%
s 0.0027% 0.05% /_s 0.0009% 0.02% s_/ 0.0019% 0.04%
. 0.0006% 0.05% /_. 0.0002% 0.02% ._/ 0.0004% 0.04%
d 0.0016% 0.06% /_d 0.0005% 0.02% d_/ 0.0011% 0.04%
b 0.0008% 0.06% /_b 0.0005% 0.04% b_/ 0.0003% 0.02%
g 0.0011% 0.06% /_g 0.0003% 0.02% g_/ 0.0008% 0.04%
j 0.0001% 0.06% /_j 0.0001% 0.05% j_/ 0.0000% 0.01%
m 0.0015% 0.07% /_m 0.0007% 0.03% m_/ 0.0008% 0.04%
h 0.0030% 0.07% /_h 0.0023% 0.06% h_/ 0.0007% 0.02%
v 0.0007% 0.08% /_v 0.0002% 0.03% v_/ 0.0004% 0.05%
f 0.0012% 0.08% /_f 0.0008% 0.05% f_/ 0.0004% 0.03%
" 0.0001% 0.08% /_" 0.0001% 0.04% "_/ 0.0001% 0.04%
- 0.0001% 0.08% /_- 0.0000% 0.03% -_/ 0.0000% 0.05%
i 0.0052% 0.09% /_i 0.0033% 0.06% i_/ 0.0018% 0.03%
l 0.0030% 0.09% /_l 0.0013% 0.04% l_/ 0.0016% 0.05%
c 0.0020% 0.09% /_c 0.0009% 0.04% c_/ 0.0011% 0.05%
p 0.0015% 0.09% /_p 0.0010% 0.06% p_/ 0.0005% 0.03%
k 0.0008% 0.10% /_k 0.0002% 0.02% k_/ 0.0006% 0.07%
q 0.0001% 0.10% /_q 0.0001% 0.10% q_/ 0.0000% 0.01%
? 0.0001% 0.11% /_? 0.0000% 0.03% ?_/ 0.0001% 0.08%
e 0.0100% 0.11% /_e 0.0051% 0.05% e_/ 0.0048% 0.05%
n 0.0060% 0.11% /_n 0.0018% 0.03% n_/ 0.0042% 0.08%
u 0.0029% 0.11% /_u 0.0021% 0.08% u_/ 0.0008% 0.03%
a 0.0072% 0.11% /_a 0.0051% 0.08% a_/ 0.0020% 0.03%
o 0.0082% 0.13% /_o 0.0058% 0.09% o_/ 0.0024% 0.04%
r 0.0060% 0.14% /_r 0.0039% 0.09% r_/ 0.0022% 0.05%
; 0.0000% 0.16% /_; 0.0000% 0.04% ;_/ 0.0000% 0.12%
z 0.0001% 0.21% /_z 0.0001% 0.09% z_/ 0.0001% 0.11%
x 0.0004% 0.22% /_x 0.0003% 0.18% x_/ 0.0001% 0.04%
: 0.0003% 0.69% /_: 0.0001% 0.22% :_/ 0.0002% 0.47%
/ 0.0114% 23.39% /_/ 0.0057% 11.69% /_/ 0.0057% 11.69%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0000% 0.00% :_, 0.0000% 0.00% ,_: 0.0000% 0.00%
0.0007% 0.00% :_␣ 0.0004% 0.00% ␣_: 0.0002% 0.00%
' 0.0001% 0.02% :_' 0.0001% 0.01% '_: 0.0000% 0.01%
h 0.0013% 0.03% :_h 0.0009% 0.02% h_: 0.0005% 0.01%
; 0.0000% 0.04% :_; 0.0000% 0.00% ;_: 0.0000% 0.04%
u 0.0011% 0.04% :_u 0.0003% 0.01% u_: 0.0008% 0.03%
q 0.0000% 0.05% :_q 0.0000% 0.03% q_: 0.0000% 0.02%
e 0.0049% 0.05% :_e 0.0006% 0.01% e_: 0.0043% 0.05%
o 0.0034% 0.05% :_o 0.0007% 0.01% o_: 0.0027% 0.04%
a 0.0038% 0.06% :_a 0.0021% 0.03% a_: 0.0018% 0.03%
r 0.0027% 0.06% :_r 0.0006% 0.01% r_: 0.0021% 0.05%
f 0.0010% 0.06% :_f 0.0007% 0.04% f_: 0.0003% 0.02%
x 0.0001% 0.06% :_x 0.0000% 0.01% x_: 0.0001% 0.05%
s 0.0033% 0.06% :_s 0.0014% 0.03% s_: 0.0019% 0.04%
l 0.0022% 0.07% :_l 0.0005% 0.02% l_: 0.0017% 0.05%
p 0.0011% 0.07% :_p 0.0006% 0.04% p_: 0.0005% 0.03%
v 0.0006% 0.07% :_v 0.0001% 0.01% v_: 0.0004% 0.05%
g 0.0012% 0.07% :_g 0.0005% 0.03% g_: 0.0008% 0.04%
y 0.0014% 0.07% :_y 0.0008% 0.04% y_: 0.0006% 0.03%
t 0.0054% 0.07% :_t 0.0029% 0.04% t_: 0.0025% 0.03%
n 0.0038% 0.07% :_n 0.0007% 0.01% n_: 0.0031% 0.06%
b 0.0010% 0.07% :_b 0.0007% 0.05% b_: 0.0002% 0.02%
d 0.0022% 0.08% :_d 0.0009% 0.03% d_: 0.0012% 0.04%
k 0.0006% 0.08% :_k 0.0002% 0.02% k_: 0.0005% 0.06%
m 0.0017% 0.08% :_m 0.0008% 0.04% m_: 0.0008% 0.04%
w 0.0017% 0.11% :_w 0.0014% 0.09% w_: 0.0004% 0.02%
z 0.0001% 0.11% :_z 0.0000% 0.04% z_: 0.0000% 0.07%
c 0.0024% 0.11% :_c 0.0008% 0.04% c_: 0.0015% 0.07%
. 0.0014% 0.12% :_. 0.0001% 0.01% ._: 0.0013% 0.12%
i 0.0108% 0.18% :_i 0.0033% 0.06% i_: 0.0075% 0.13%
? 0.0003% 0.19% :_? 0.0000% 0.01% ?_: 0.0002% 0.18%
j 0.0004% 0.22% :_j 0.0004% 0.21% j_: 0.0000% 0.00%
/ 0.0003% 0.65% :_/ 0.0002% 0.44% /_: 0.0001% 0.20%
" 0.0014% 0.98% :_" 0.0014% 0.95% "_: 0.0001% 0.03%
: 0.0014% 3.15% :_: 0.0007% 1.57% :_: 0.0007% 1.57%
- 0.0037% 3.74% :_- 0.0024% 2.38% -_: 0.0013% 1.36%
With Combined Forward Backward
Abs. Rel. Abs. Rel. Abs. Rel.
, 0.0000% 0.00% ;_, 0.0000% 0.00% ,_; 0.0000% 0.00%
0.0001% 0.00% ;_␣ 0.0000% 0.00% ␣_; 0.0000% 0.00%
' 0.0000% 0.00% ;_' 0.0000% 0.00% '_; 0.0000% 0.00%
: 0.0000% 0.01% ;_: 0.0000% 0.01% :_; 0.0000% 0.00%
q 0.0000% 0.01% ;_q 0.0000% 0.01% q_; 0.0000% 0.00%
u 0.0003% 0.01% ;_u 0.0000% 0.00% u_; 0.0002% 0.01%
x 0.0000% 0.01% ;_x 0.0000% 0.00% x_; 0.0000% 0.01%
v 0.0001% 0.01% ;_v 0.0000% 0.00% v_; 0.0001% 0.01%
d 0.0004% 0.01% ;_d 0.0001% 0.00% d_; 0.0002% 0.01%
k 0.0001% 0.01% ;_k 0.0000% 0.00% k_; 0.0001% 0.01%
h 0.0006% 0.01% ;_h 0.0005% 0.01% h_; 0.0001% 0.00%
s 0.0008% 0.02% ;_s 0.0004% 0.01% s_; 0.0004% 0.01%
p 0.0002% 0.02% ;_p 0.0002% 0.01% p_; 0.0001% 0.00%
e 0.0015% 0.02% ;_e 0.0003% 0.00% e_; 0.0012% 0.01%
a 0.0011% 0.02% ;_a 0.0006% 0.01% a_; 0.0005% 0.01%
l 0.0006% 0.02% ;_l 0.0001% 0.00% l_; 0.0005% 0.01%
o 0.0011% 0.02% ;_o 0.0004% 0.01% o_; 0.0007% 0.01%
. 0.0002% 0.02% ;_. 0.0000% 0.00% ._; 0.0002% 0.02%
f 0.0003% 0.02% ;_f 0.0002% 0.01% f_; 0.0001% 0.01%
y 0.0003% 0.02% ;_y 0.0003% 0.01% y_; 0.0001% 0.00%
g 0.0003% 0.02% ;_g 0.0001% 0.01% g_; 0.0002% 0.01%
c 0.0004% 0.02% ;_c 0.0001% 0.01% c_; 0.0003% 0.01%
n 0.0011% 0.02% ;_n 0.0003% 0.00% n_; 0.0008% 0.02%
- 0.0000% 0.02% ;_- 0.0000% 0.02% -_; 0.0000% 0.01%
z 0.0000% 0.02% ;_z 0.0000% 0.00% z_; 0.0000% 0.02%
m 0.0004% 0.02% ;_m 0.0002% 0.01% m_; 0.0003% 0.01%
b 0.0003% 0.03% ;_b 0.0003% 0.02% b_; 0.0000% 0.00%
w 0.0004% 0.03% ;_w 0.0004% 0.02% w_; 0.0001% 0.00%
t 0.0021% 0.03% ;_t 0.0012% 0.02% t_; 0.0009% 0.01%
r 0.0012% 0.03% ;_r 0.0006% 0.01% r_; 0.0005% 0.01%
/ 0.0000% 0.03% ;_/ 0.0000% 0.02% /_; 0.0000% 0.01%
i 0.0021% 0.04% ;_i 0.0015% 0.03% i_; 0.0006% 0.01%
" 0.0001% 0.04% ;_" 0.0001% 0.04% "_; 0.0000% 0.01%
j 0.0001% 0.05% ;_j 0.0001% 0.04% j_; 0.0000% 0.00%
? 0.0001% 0.05% ;_? 0.0000% 0.00% ?_; 0.0001% 0.05%
; 0.0001% 0.70% ;_; 0.0000% 0.35% ;_; 0.0000% 0.35%