The Scientific World Journal / 2014 / Article / Tab 1

Research Article

Density-Based Penalty Parameter Optimization on C-SVM

Table 1

Standard dataset for classification.

NameTypeClassTraining sizeTesting sizeFeature

a1aClassification21,60530,956123
a2aClassification22,26530,296123
a3aClassification23,18529,376123
a4aClassification2 4,78127,780123
w1aClassification22,47747,272300
w2aClassification23,47046,279300
w3aClassification24,91244,837300
w4aClassification27,36642,383300

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