Table 1 Accuracy (in %) of the different nested cross-validation (NCV) and generalization tests depending on the training dataset

From: Machine learning on multiple topological materials datasets

Test\Train

M

T

M\T

M ∩ T

T\M

(M\T) ∪ (T\M)

M ∪ T

NCV

85.7

80.7

84.1

85.1

72.1

79.9

82.9

M\T

84.8*

80.3

84.1*

78.9

77.1

85.6*

85.8*

M ∩ T

86.1*

86.0*

82.0

85.1*

81.6

83.6

86.6*

T\M

71.8

73.2*

69.8

70.2

72.1*

73.3*

74.3*

M ∪ T

81.8

80.6

79.3

79.0

77.5

81.4

82.9

  1. The results on (part of) the training dataset evaluated by NCV are indicated by a star.
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