Research Article

Efficient Optimization of -Measure with Cost-Sensitive SVM

Table 2

Characteristics of the experimental datasets.

Dataset #Examples #Features Min (%)

a3a 32561 123 0.2396
acoustic 98528 50 0.2324
jcnn1 141691 22 0.0971
letter 20000 16 0.0396
news20 19928 62061 0.0500
satimage 6435 36 0.2417