Text by example of base

% correct prediction of text fragment sequence

Advantage of NFIM (%)

By unconditional probability

By 1^st fragment

By 2^nd fragment

By mean probability

Method 1

Method 2

Method 3

Method 4

NFIM

“Russian”

164.760

139.896

139.819

130.470

130.486

130.485

130.215

130.206

130.210

−0.00769

“German”

134.129

112.559

112.505

104.600

104.623

104.611

104.378

104.364

104.373

−0.01375

“Ukrainian”

146.245

121.950

121.923

114.341

114.372

114.365

114.105

114.098

114.106

−0.01675

“English”

104.389

88.326

88.238

81.159

81.169

81.158

80.918

80.913

80.923

−0.03079