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Table 8 Comparative results on prediction accuracy of the seven classifiers

From: Towards affective touch interaction: predicting mobile user emotion from finger strokes

Classification Model Accuracy
K-Means clustering 72 %
Linear SVM 40 %
Kernel Linear SVM 36 %
Kernel Poly SVM 52 %
Kernel RBF SVM 44 %
Conditional Random Fields 44 %
Maximum Entropy 36 %