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AaaaaAa5657/
tourism-rf-model

Name: tourism-rf-model
Availability: InStock

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Tourism Purchase Prediction — Random Forest

Trained on the Wellness Tourism Package dataset to predict ProdTaken (binary).

{'n_estimators': 400, 'min_samples_split': 5, 'min_samples_leaf': 1, 'max_features': 'sqrt', 'max_depth': None, 'bootstrap': False}

python

import joblib, gzip
with gzip.open('best_model.pkl.gz', 'rb') as f:
    model = joblib.load(f)
prediction = model.predict(X_new)