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Table 2 Results for four data sets

From: Unifying generative and discriminative learning principles

 

AR/GR/PR

GATA

NF-κ B

Thyroid

ML

54.7

77.0

81.6

51.3

MCL

55.2

73.2

76.5

50.0

MAP

55.1

77.0

81.6

51.3

MSP

56.9

77.0

79.6

50.4

Unified

57.3

77.5

81.8

52.3

  1. Summary the results of Figure 2 for the 4 data sets containing the highest sensitivity for the ML, the MCL, the MAP, the MSP, and the unified generative-discriminative learning principle. For the MAP, the MSP, and the unified generative-discriminative learning principle, we present the best results form the simplex β which correspond to one of these learning principles (see Figure 1b). For each data set, the highest sensitivity is displayed in bold.