README.md

tourism product adoption prediction model

this model predicts whether a customer will purchase a tourism package

best parameters

{ "max_depth": null, "min_samples_split": 2, "n_estimators": 200 }

performance

cv accuracy: 0.9037 test accuracy: 0.9286

classification report

          precision    recall  f1-score   support

       0       0.92      0.99      0.96       661
       1       0.96      0.67      0.79       165

accuracy                           0.93       826

macro avg 0.94 0.83 0.87 826 weighted avg 0.93 0.93 0.92 826