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MUSDTI hyperparameter values.
| MUSDTI model parameter | DeepDTA dataset | DeepDTA* dataset | Double-cold dataset | Double-cold* dataset |
|---|---|---|---|---|
| Colsample by tree | 0.9362 | 0.7991 | 0.8988 | 0.9278 |
| Gamma | 1.1306 | 2.918 | 1.9723 | 4.342 |
| Learning rate | 0.2637 | 0.095 | 1.748 | 0.093 |
| Max depth | 15.0 | 13.0 | 12.0 | 12.0 |
| Min child weight | 2.0 | 9.000 | 4.0 | 1.0 |
The * designation denotes the model parameters used for the ensembled MUSDTI* model prior to the cascaded application of RP.
