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Table 4 Summary of the results from applying the proposed KIGP to the SRBCT dataset

From: Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data

Performance Measure

Test

CV (3-fold)

LOOCV (fixed genes)

 

ANN

PK

GK

LK

PK

GK

LK

PK

GK

LK

ERR #

0/12

0/12

0/12

0/12

0/35

2/35

0/35

0/35

0/35

0/35

APP

0.923

0.945

0.781

0.865

0.875

0.794

0.823

0.998

0.909

0.997

  1. All the captions are same as in Table 2.
  2. "ANN" stands for the "artificial neural network" method used by the paper [27]
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BMC Bioinformatics

ISSN: 1471-2105

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