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Table 1 :

From: Discrimination of proteins using graph theoretic properties

 

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Delaunay Tes.

 
 

After OA*

Before OA*

After OA*

Before OA*

Classifier Description

Svc

95,54%

94,12%

92,49%

90,67%

Support vector classifier

Klldc

95,22%

91,25%

82,97%

84,60%

Linear classifier by KL exp. of common cov matrix

Ldc

95,22%

91,25%

82,97%

84,60%

Normal densities based linear classifier

Pcldc

95,22%

91,25%

82,97%

84,60%

Linear classifier by PCA expansion on the joint data

Loglc

95,16%

93,68%

90,42%

87,07%

Logistic linear classifier

  1. *OA: Outlier Analysis.