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Table 3 AUC for the classifiers applied to single features from Table1

From: Computer-aided diagnosis for diagnostically challenging breast lesions in DCE-MRI based on image registration and integration of morphologic and dynamic characteristics

 

LDA

NLDA

QDA

NQDA

FLD

PK

RBF

PUK

1.1

0.74

0.74

0.72

0.72

0.79

0.78

0.78

0.77

1.2

0.75

0.75

0.72

0.72

0.78

0.75

0.75

0.72

1.3

0.75

0.75

0.76

0.76

0.75

0.79

0.79

0.78

1.4

0.78

0.78

0.80

0.80

0.82

0.80

0.80

0.80

2.1

0.70

0.70

0.70

0.70

0.75

0.72

0.72

0.69

2.2

0.78

0.78

0.81

0.81

0.82

0.82

0.82

0.79

2.3

0.85

0.85

0.87

0.87

0.84

0.85

0.85

0.84

3.1

0.82

0.78

0.78

0.75

0.66

0.82

0.54

0.90

3.2

0.64

0.64

0.58

0.57

0.58

0.66

0.54

0.61

4

0.76

0.76

0.75

0.75

0.73

0.75

0.77

0.76