Table 1: Classification Efficiency for the Mentioned Algorithms with Varying Test:Train Ratio

Sl. No.	Algorithm	Train:Test Ratio	% Classification Efficiency
1	PCA	60:40	75
2	ICA	60:40	74
3	PCA-LDA	60:40	80
4	PCA	70:30	77
5	ICA	70:30	76
6	PCA-LDA	70:30	90