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Table 6 Comparison of accuracies in predicting BRCA1 mutations.

From: The ordering of expression among a few genes can provide simple cancer biomarkers and signal BRCA1 mutations

Method

TSP

TST

NB

k-NN

SVM

RF

Accuracy

.740

.936

.560

.714

.766

.664

Sensitivity

.640

1.00

.280

.600

.640

.360

Specificity

.839

.871

.839

.828

.892

.968

  1. Estimates are based on leave-one-out cross-validation and accuracy is defined as the average of sensitivity, the percentage of correctly classified BRCA1 samples, and specificity, the percentage of correctly classified nonBRCA1 samples.
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BMC Bioinformatics

ISSN: 1471-2105

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