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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 %