Table 5 The comparison of precision between the RF, LR, KNN and SVM, classifiers with for breast cancer classification.

From: SGA-Driven feature selection and random forest classification for enhanced breast cancer diagnosis: A comparative study

S. No.

LR classifier

KNN classifier

SVM classifier

RF classifier

Mean CA

Mean CA

Mean CA

Mean CA

Experiment 1

97.22

95.62

87.03

93.67

Experiment 2

96.01

98.01

99.03

97.71

Experiment 3

96.32

93.31

79.39

98.54

Experiment 4

98.15

97.14

96.54

99.01

Experiment 5

97.34

91.03

93.53

96.32

Experiment 6

97.53

92.12

98.4

95.19

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