Table 5 Comparisons between the 'original' feature and the '+2D' features
Datasets | Classifiers | ||
|---|---|---|---|
naïve Bayes | k -NN | SVM | |
Abalone | +0.74% | -1.01% | +0.55% |
Balance Scale | +1.44% | +4.17% | +0.33% |
Corel | +0.13% | -10.62% | -14.51% |
German | +0.1% | -0.2% | +0% |
Hayes-Roth | -9.93% | -1.52% | +1.53% |
Ionosphere | -0.85% | +4% | +0.57% |
Iris | -0.67% | -1.33% | -0.67% |
Optical recognition of handwritten digits | +0.02% | -0.42% | -15.4% |
Teaching assistant evaluation | +1.33% | +6.67% | +1.33% |
Tic-Tac-Toe Endgame | +7.1% | +3.55% | +2.09% |