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Table 1 The average Kullback Leibler divergence between the distributions of different datasets

From: Mining physical protein-protein interactions from the literature

Compared distributions

Term feature

String feature

 

Pr(x|c+)

Pr(x|c-)

Pr(x|c+)

Pr(x|c-)

Dist on the remaining training dataset versus Dist on the leave-out dataset

0.0216

0.0703

0.0029

0.0163

Dist on the remaining training dataset versus Dist on the official test dataset

0.0369

0.9926

0.0357

0.1887

  1. The table shows the average Kullback Leibler divergence of three distributions estimated on the leave-out dataset, remaining training dataset, and the official test data. The Average Kullback Leibler divergence between distributions on different datasets. Dist, distribution.