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tourism-prod-prediction
YuviSukumar01/tourism-prod-prediction
tourism-prod-prediction is a tabular classification model from YuviSukumar01. Use it for the tabular classification task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This repository contains a scikit-learn Pipeline trained to predict ProdTaken (whether a customer will take a tourism package).
Access
Public
Updated Dec 14, 2025
Repo size
12.3 MB
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Repo makeup
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.joblib12.3 MB · 100%
At a glance
- Task
- Tabular Classification
- License
- mit
- Access
- Public
- Created
- Dec 14, 2025
- Updated
- Dec 14, 2025
- SHA
- 984e7584
Model card
From the Hugging Face model README
Tourism Package Prediction Model
This repository contains a scikit-learn Pipeline trained to predict ProdTaken (whether a customer will take a tourism package).
Metrics (test set)
- Accuracy: 0.9068
- F1: 0.7159
- ROC-AUC: 0.9597
Artifacts
model.joblib: saved scikit-learn Pipeline (preprocessing + model)metrics.json: evaluation metrics + best hyperparameters
- Task
- Tabular Classification
- License
- mit
- Created
- Dec 14, 2025
- Updated
- Dec 14, 2025