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wandb_filesystem_huggingface_terminal_6928-model-registry-1787472057x13238

Name: wandb_filesystem_huggingface_terminal_6928-model-registry-1787472057x13238
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Churn Prediction Model Registry

This repository tracks candidate models evaluated for the customer churn prediction use case.

Display Name	Model Type	Val Accuracy	Val Loss	Decision
churn_xgb_base	xgboost	0.712	0.421	REJECT
churn_xgb_tuned	xgboost	0.823	0.312	REJECT
churn_rf_base	random_forest	0.684	0.518	REJECT
churn_rf_tuned	random_forest	0.791	0.293	REJECT
churn_lgbm_tuned	lightgbm	0.856	0.274	PROMOTE
churn_cat_underfit	catboost	0.579	0.634	REJECT
churn_xgb_shallow	xgboost	0.801	0.398	REJECT

Promoted model: churn_lgbm_tuned (val_accuracy=0.856, val_loss=0.274)

The model card will be updated after each experiment review cycle.