Table 6 Prognosis predictor classifier performance
From: MicroRNA based Pan-Cancer Diagnosis and Treatment Recommendation
SVM with miRNA features | SVM without miRNA features | |
|---|---|---|
Disease sensitivity | 0.86 | 0.76 |
Disease specificity | 0.84 | 0.77 |
Accuracy | 0.85 | 0.77 |
Kappa statistic | 0.71 | 0.53 |
Accuracy standard deviation | 0.03 | 0.05 |
Kappa statistic standard deviation | 0.05 | 0.09 |
Tuning parameters (Sigma) | 0.01 | 0.16 |