Table 4

Classification results on the 521 ND pairs with CV evaluation
Kernel r TN e TN/e TN/ND
edit 18.1 305 427 0.71 0.59
lexical 25.0 203 391 0.52 0.39
SST 26.6 186 382 0.49 0.36
APG 25.3 185 389 0.48 0.36
PT 27.9 185 376 0.49 0.36
syntactic 24.4 180 394 0.46 0.35
cosine 24.9 168 391 0.43 0.32
ST 28.0 160 375 0.43 0.30
shallow 24.6 136 393 0.35 0.26
kBSPS 36.6 122 330 0.37 0.23
combined 24.8 117 392 0.30 0.22
SL 30.4 116 363 0.32 0.22
SpT 46.4 88 279 0.32 0.17

Classification results on the 521 ND pairs with CV evaluation (in decreasing order according to the number of successfully classified pairs). Ratio (r) refers to the distribution of positive classes predicted by the kernel measured across the 5 corpora; TN is the number of correctly classified ND pairs; e is 521·(1−r), the expected number of negative class predictions projected onto the 521 ND pairs.

Tikk et al.

Tikk et al. BMC Bioinformatics 2013 14:12   doi:10.1186/1471-2105-14-12

Open Data