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tourism-wellness-model – AI Model by anuragmishrarock | AlphaNeural AI

You can deploy this model and start earning money today!

anuragmishrarock/
tourism-wellness-model

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tabular-classification

anuragmishrarock/tourism-wellness-dataset

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Tourism Wellness Package Purchase Prediction

Best Model: Gradient Boosting
ROC-AUC: 0.9534
Accuracy: 0.9334
F1-Score: 0.8110

Training Data

Dataset: anuragmishrarock/tourism-wellness-dataset
Train samples: 3302 | Test samples: 826

Models Evaluated

Decision Tree, Random Forest, AdaBoost, Gradient Boosting, XGBoost

Usage

python

import pickle, json
from huggingface_hub import hf_hub_download
model = pickle.load(open(hf_hub_download('anuragmishrarock/tourism-wellness-model', 'model.pkl'), 'rb'))
features = json.load(open(hf_hub_download('anuragmishrarock/tourism-wellness-model', 'feature_names.json')))