Heart-Attack-Risk-Rate / content /models /best_params_optimized.json
Kasilanka Bhoopesh Siva Srikar
Complete Heart Attack Risk Prediction App - Ready for Deployment
08123aa
raw
history blame contribute delete
954 Bytes
{
"xgb": {
"n_estimators": 833,
"max_depth": 10,
"learning_rate": 0.0035309428506954807,
"subsample": 0.6532157097008766,
"colsample_bytree": 0.6442296258468639,
"colsample_bylevel": 0.8339397199904889,
"min_child_weight": 3,
"reg_alpha": 4.2228139324855505,
"reg_lambda": 4.7357932061965835,
"gamma": 0.21705740646031307
},
"cat": {
"iterations": 991,
"depth": 10,
"learning_rate": 0.012080369899297073,
"l2_leaf_reg": 6.239239675006592,
"border_count": 185,
"bagging_temperature": 0.4861933750669403,
"random_strength": 3.2121038119129146
},
"lgb": {
"n_estimators": 811,
"num_leaves": 174,
"learning_rate": 0.0012510889453566246,
"subsample": 0.7146448893210848,
"colsample_bytree": 0.6008014841256174,
"min_child_samples": 17,
"reg_alpha": 1.3831605249360786,
"reg_lambda": 4.834622156480472,
"min_split_gain": 0.11111280146299513
}
}