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Table 2 Comparison of classification accuracies (CA) of different class

From: Illumination invariant head pose estimation using random forests classifier and binary pattern run length matrix

Algorithm

Class1

Class2

Class3

Class4

Class5

Class6

Class7

PCA + LDP + SVM

60.4%

70.9%

90.5%

86.4%

70.2%

68.5%

84.3%

LDA + LDP + SVM

62.4%

84.0%

92.1%

74.5%

80.4%

86.7%

80.6%

Proposed

91.3%

90.6%

96.8%

88.7%

92.7

93.9%

97.2%