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TourismBestModel
Pratik26Dec/TourismBestModel
TourismBestModel is a machine learning model from Pratik26Dec. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
this model predicts whether a customer will purchase a tourism package
Access
Public
Updated Nov 19, 2025
Repo size
13 MB
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0
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Repo makeup
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.pkl26 MB · 100%
At a glance
- Access
- Public
- Created
- Nov 19, 2025
- Updated
- Nov 19, 2025
- SHA
- 4553fe2c
Model card
From the Hugging Face model README
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
- Created
- Nov 19, 2025
- Updated
- Nov 19, 2025