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Table 3 Preliminary results from 5-fold cross validation repeated 10 times

From: Geometric analysis of concept vectors based on similarity values

setting

1

2

3

4

5

6

7

8

9

10

All

1: α=0.0

0.72

0.70

0.65

0.73

0.69

0.72

0.69

0.69

0.65

0.70

0.694

2: α=0.5

0.74

0.78

0.72

0.76

0.75

0.77

0.78

0.79

0.76

0.74

0.760

3: α=1.0

0.71

0.70

0.64

0.69

0.67

0.70

0.71

0.71

0.71

0.70

0.693

4: α=0.5,lsq

0.74

0.76

0.72

0.76

0.75

0.75

0.78

0.79

0.74

0.75

0.755

5: α=0.5,log

0.62

0.60

0.65

0.63

0.65

0.62

0.63

0.66

0.65

0.67

0.637

  1. β=0.2