From: Vision-based assessment of parkinsonism and levodopa-induced dyskinesia with pose estimation
Possible values | ||
---|---|---|
Hyperparameter | Classification (Binary/Multiclass) | Regression |
Max features to try | \( \left[1,\dots, \left\lfloor \sqrt{m}\right\rfloor \right] \) | [1, …, ⌊m/3⌋] |
Min samples to split node | [1, …, 11] | |
Min samples to be leaf node | [1, …, 11] | |
Number of trees | [25, …, 50]a | |
Impurity criterion | Gini index/Entropy | N/A |