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Table 7 Classification performance of LFOA-SVM

From: A new fruit fly optimization algorithm enhanced support vector machine for diagnosis of breast cancer based on high-level features

Fold

ACC

Sensitivity

Specificity

MCC

#1

0.9362

0.9167

0.9565

0.8732

#2

0.8936

0.8148

1.0000

0.8074

#3

0.9362

0.8500

1.0000

0.8746

#4

0.9574

0.9565

0.9583

0.9149

#5

0.9574

1.0000

0.9167

0.9183

#6

0.9149

0.8400

1.0000

0.8431

#7

0.9787

1.0000

0.9565

0.9583

#8

0.9362

0.9000

0.9630

0.8694

#9

0.9362

0.9130

0.9583

0.8730

#10

0.9362

0.9310

0.9444

0.8672

Avg.

0.9383

0.9122

0.9653

0.8799

Std.

0.0234

0.0636

0.0272

0.0419

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BMC Bioinformatics

ISSN: 1471-2105

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