From: Machine learning applied to simulations of collisions between rotating, differentiated planets
Type | Classes | Method | Accuracy |
---|---|---|---|
Binary (LR) | 0 | 1,2 | MLP | 0.9879 |
XGB | 0.9882 | ||
Binary (SLR) | 0,1 | 2 | MLP | 0.9680 |
XGB | 0.9731 | ||
Sequential Binary | 0 | 1 | 2 | MLP | 0.9563 |
XGB | 0.9616 | ||
Multiclass | 0 | 1 | 2 | MLP | 0.9532 |
XGB | 0.9627 |