Table 5 Comparative performance metrics analysis with various methods.

From: Exploring fetal brain tumor glioblastoma symptom verification with self organizing maps and vulnerability data analysis

Methods

Performance metrics

True positive rate (%)

True negative rate (%)

Accuracy (%)

GA

80.52

77.23

80.82

CNN

83.21

79.01

82.13

Fuzzy min–max NN

85.34

80.34

85.61

K-SVM

87.82

82.71

87.03

TAE-PIS

98.34

97.42

98.12

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