| Model name | ||||||
---|---|---|---|---|---|---|---|
Model Performance Statistic | Single Decision Tree | Small | Medium | Large | |||
Bagged model | Random forest | Bagged model | Random forest | Bagged model | Random forests | ||
In-sample | Â | Â | Â | Â | Â | Â | Â |
Accuracy* | Â | Â | Â | Â | Â | Â | Â |
 Mean | 0.70 | 0.96 | 0.96 | 1.0 | 1.0 | 1.0 | 1.0 |
 IQR | (0.56, 0.82) | (0.87, 1.0) | (0.87, 0.99) | (0.93, 1.0) | (0.93, 1.0) | (0.93, 1.0) | (0.93, 1.0) |
Out-of-bag estimate of error^ | Â | Â | Â | Â | Â | Â | Â |
 Mean 95% CI | na | 0.55 (0.54,0.56) | 0.52 (0.52,0.54 | 0.47 (0.46, 0.48) | 0.46 (0.44, 0.46) | 0.48 (0.46, 0.48) | 0.48 (0.48,0.48) |