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Table 4 Classification performance on test data set for dictionary size = 90

From: Iris classification based on sparse representations using on-line dictionary learning for large-scale de-duplication applications

Class

Residual parameter

 

0.5

0.05

0.005

Class-1 (Stream)

95

100

98.5

Class-2 (Flower)

94.12

100

97.06

Class-3 (Jewel-Shaker)

100

100

100

  1. Boldface data represents the best performance.