Question
data set download link https://drive.google.com/file/d/1NSfJMPoQTAtEsxPU5VJa69ZFPE-skiST/view?usp=sharing The data contains a random subset of the Arizona Medicare data for patients hospitalized subsequent to undergoing a CABG (DRGs
data set download link
https://drive.google.com/file/d/1NSfJMPoQTAtEsxPU5VJa69ZFPE-skiST/view?usp=sharing
The data contains a random subset of the Arizona Medicare data for patients hospitalized subsequent to undergoing a CABG (DRGs 106, 107) or PTCA (DRG 112) cardiovascular procedure. The target variable in the dataset is 'died'.
1) EDA , Data cleansing ,outlier treatment if required
2)Random forest analysis and calculate model performance
3) How many optimum variable are used
4) Out of bag data
5) Ensemble RandomForest Classifier
6)Grid_search.best_params_
7)Confusion_matrix
8) Classification_report on train and test data
9) Calculate AUC
10) RoC curve
help
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