metadata
license: mit
tags:
- tabular-classification
- tourism
- logistic-regression
- mlflow
Tourism Purchase Prediction Model
This model predicts whether a customer will purchase a tourism product.
Model Details
- Algorithm: Logistic Regression
- Preprocessing: OneHotEncoder + StandardScaler
- Hyperparameter tuning: GridSearchCV
- Class imbalance handled using class_weight=balanced
Evaluation (Test Set)
- Accuracy: ~0.82
- Better recall for minority class compared to baseline