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Table 3 Random Forest Classifier (RFC) performances of 10-gene signature

From: Identification of a novel gene signature predicting response to first-line chemotherapy in BRCA wild-type high-grade serous ovarian cancer patients

Output

10 DEGsa

True Positive

15

True Negative

24

False Positive

1

False negative

2

Sensitivity

88.24

Specificity

96.00

Precision

93.75

F1

90.91

Accuracy

92.86

False Positive Rate

0.0400

False Discovery Rate

0.0625

False Negative Rate

0.0513

  1. aTwo subjects were excluded, given their Brier score > 1
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Journal of Experimental & Clinical Cancer Research

ISSN: 1756-9966

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