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Table 5 Classification performance on test data set for dictionary size = 120

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)

91.18

100

96.06

Class-3 (Jewel-Shaker)

100

100

100

  1. Boldface data represents the best performance.