Metric | Classifier (testing data) | High confidence | High+med confidence | RNA disc. mates > 2 | High + med confidence and RNA disc. mates > 2 | In-frame only |
---|---|---|---|---|---|---|
precision | 0.68 | 0.43 | 0.44 | 0.37 | 0.47 | 0.53 |
recall | 0.84 | 0.46 | 0.71 | 0.83 | 0.63 | 0.16 |
specificity | 0.80 | 0.69 | 0.54 | 0.27 | 0.64 | 0.93 |
accuracy | 0.81 | 0.61 | 0.60 | 0.46 | 0.64 | 0.67 |
f1 score | 0.75 | 0.45 | 0.54 | 0.51 | 0.54 | 0.24 |
kappa | 0.60 | 0.15 | 0.22 | 0.08 | 0.25 | 0.11 |
log loss | 0.39 | - | - | - | - | - |
roc auc | 0.90 | - | - | - | - | - |
pr auc | 0.83 | - | - | - | - | - |
brier score | 0.12 | - | - | - | - | - |