sagemaker-rapids-notebook-excerpt.py

hyperparams={ 
    'n_estimators'       : 15,
    'max_depth'          : 5,
    'n_bins'             : 8,
    'split_criterion'    : 0,      # GINI:0, ENTROPY:1
    'split_algo'         : 0,      # HIST:0 GLOBAL_QUANTILE:1
    'bootstrap'          : 0,      # true: sample with replacement, false: sample without replacement
    'bootstrap_features' : 0,      # true: sample with replacement, false: sample without replacement
    'max_leaves'         : -1,     # unlimited leaves
    'max_features'       : 0.2, 
}