Decision Tree Induction on UCI Machine Learning Repository 16 datasets (Average)
93.8Average Primal IntegralConTree
Evaluation results
| Method | Links | |
|---|---|---|
| ConTreeRuntime (s)=5, Tree Depth=42026.01 | 93.8 | |
| ConTree-GiniRuntime (s)=5, Tree Depth=42026.01 | 89.1 | |
| ConTreeRuntime (s)=15, Tree Depth=42026.01 | 89 | |
| ConTree-GiniRuntime (s)=15, Tree Depth=42026.01 | 85.4 | |
| ConTreeRuntime (s)=30, Tree Depth=42026.01 | 83.7 | |
| ConTree-GiniRuntime (s)=30, Tree Depth=42026.01 | 77.4 | |
| ConTreeRuntime (s)=60, Tree Depth=42026.01 | 76.8 | |
| ConTree-GiniRuntime (s)=60, Tree Depth=42026.01 | 71.8 | |
| ConTreeRuntime (s)=120, Tree Depth=42026.01 | 70.3 | |
| ConTree-GiniRuntime (s)=120, Tree Depth=42026.01 | 67.6 | |
| ConTreeRuntime (s)=300, Tree Depth=42026.01 | 62.1 | |
| ConTree-GiniRuntime (s)=300, Tree Depth=42026.01 | 60 | |
| ConTreeRuntime (s)=600, Tree Depth=42026.01 | 54.2 | |
| ConTree-GiniRuntime (s)=600, Tree Depth=42026.01 | 50.5 | |
| C4.5Runtime (s)=5, Tree Depth=42026.01 | 40.8 | |
| C4.5Runtime (s)=15, Tree Depth=42026.01 | 40.8 | |
| C4.5Runtime (s)=30, Tree Depth=42026.01 | 40.8 | |
| C4.5Runtime (s)=60, Tree Depth=42026.01 | 40.8 | |
| C4.5Runtime (s)=120, Tree Depth=42026.01 | 40.8 | |
| C4.5Runtime (s)=300, Tree Depth=42026.01 | 40.8 | |
| C4.5Runtime (s)=600, Tree Depth=42026.01 | 40.8 | |
| CA-ConTreeRuntime (s)=5, Tree Depth=42026.01 | 33.5 | |
| CA-ConTreeRuntime (s)=15, Tree Depth=42026.01 | 26.5 | |
| CA-ConTreeRuntime (s)=30, Tree Depth=42026.01 | 23.1 | |
| CA-ConTreeRuntime (s)=60, Tree Depth=42026.01 | 20.4 | |
| CA-ConTreeRuntime (s)=120, Tree Depth=42026.01 | 18.3 | |
| CA-ConTreeRuntime (s)=300, Tree Depth=42026.01 | 16.3 | |
| CA-ConTreeRuntime (s)=600, Tree Depth=42026.01 | 14.6 |