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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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