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tourism-prediction-model
swamu/tourism-prediction-model
tourism-prediction-model is a machine learning model from swamu. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This model predicts whether a customer will purchase the Wellness Tourism Package.
Access
Public
Updated Dec 12, 2025
Repo size
3.3 MB
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0
Public
Repo makeup
Click a slice to open those files.
.pkl2.9 MB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Dec 12, 2025
- Updated
- Dec 12, 2025
- SHA
- e3a251ce
Model card
From the Hugging Face model README
Tourism Package Prediction Model
Model Description
This model predicts whether a customer will purchase the Wellness Tourism Package.
Best Model: Gradient Boosting
- F1 Score: 0.8522
- Accuracy: 0.9479
- Precision: 0.9394
- Recall: 0.7799
- ROC AUC: 0.9787
Best Parameters
{'learning_rate': 0.2, 'max_depth': 7, 'n_estimators': 200, 'subsample': 1.0}
Usage
import pickle
with open('model_artifacts.pkl', 'rb') as f:
artifacts = pickle.load(f)
model = artifacts['model']
- License
- apache-2.0
- Languages
- en
- Created
- Dec 12, 2025
- Updated
- Dec 12, 2025