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Table 3 3-class accuracy statistics

From: Prefrontal fNIRS-based clinical data analysis of brain functions in individuals abusing different types of drugs

 

1

2

3

4

5

6

7

8

9

10

LDA

58.24%

54.29%

53.83%

45.66%

49.52%

48.90%

47.96%

46.19%

45.24%

45.91%

SVM

69.39%

68.57%

66.90%

64.83%

64.29%

63.27%

62.38%

62.09%

61.81%

60%

CNN

77.04%

72.96%

74.74%

75.77%

75.26%

74.59%

73.47%

76.79%

73.47%

76.28%