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Table 4 Evaluation of proposed method on Iris dataset in terms of runtime (s)

From: Dissimilarity space reinforced with manifold learning and latent space modeling for improved pattern classification

Classifier

#prototype

1

20

75

100

149

1-nn

0.10

0.09

0.09

0.09

0.11

3-nn

0.10

0.09

0.11

0.09

0.11

5-nn

0.11

0.09

0.10

0.09

0.13

7-nn

0.10

0.09

0.09

0.09

0.09

11-nn

0.12

0.09

0.09

0.08

0.09

linSVM

0.01

0.01

0.00

0.01

0.01

polySVM(2)

0.01

0.00

0.00

0.01

0.01

polySVM(3)

0.01

0.00

0.00

0.01

0.01

Average

0.10

0.09

0.09

0.09

0.11