Table 5

Classification results on the 521 ND pairs with CL evaluation
Kernel r TN e TN/e TN/#ND
SST 26.9 288 381 0.76 0.55
edit 22.5 279 404 0.69 0.54
ST 29.2 231 369 0.63 0.44
APG 26.9 207 381 0.54 0.40
SL 29.9 177 365 0.48 0.34
lexical 24.5 170 393 0.43 0.33
cosine 26.6 157 382 0.41 0.30
syntactic 26.9 155 381 0.41 0.30
SpT 42.1 142 302 0.47 0.27
combined 26.8 132 381 0.35 0.25
shallow 28.6 127 372 0.34 0.24
kBSPS 37.1 120 328 0.37 0.23

Classification results on the 521 ND pairs with CL 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