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tourism-package-prediction – AI Model by dagadavishnu | AlphaNeural AI

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dagadavishnu/
tourism-package-prediction

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Tourism Package Prediction - XGBoost Model

This model predicts whether a customer will purchase a wellness tourism package.

Model Details

Algorithm: XGBoost
Task: Binary Classification
Training Date: 2026-01-25

Performance Metrics

Test Accuracy: 0.8608
Test F1-Score: 0.6547
Test ROC-AUC: 0.8915

Usage

python

import joblib
import pandas as pd

# Load the model
model = joblib.load('xgboost_tourism_model.joblib')

# Make predictions
predictions = model.predict(X_new)
predictions_proba = model.predict_proba(X_new)

Requirements

scikit-learn>=1.0.0
pandas>=1.3.0
numpy>=1.21.0