Table 4.
5 fold cross validation results for n307 Bayesian model of an expert's evaluation of the NIH chemical probes.
| Algorithm | Receiver Operator Characteristic |
|---|---|
| Bayesian | 0.735 |
| Support Vector Machine | 0.638 |
| Recursive partitioning – Single tree | 0.630 |
| Recursive partitioning – Forest | 0.607 |