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telco-churn-models
MonyetttRindam/telco-churn-models
telco-churn-models is a tabular classification model from MonyetttRindam. 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.
ML model untuk prediksi customer churn dengan sistem retraining otomatis.
Access
Public
Updated Jul 6, 2026
Repo size
20.7 KB
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Repo makeup
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.pkl92.6 KB · 50%
At a glance
- Task
- Tabular Classification
- License
- mit
- Access
- Public
- Created
- Jun 26, 2026
- Updated
- Jul 6, 2026
- SHA
- 6373f01a
Model card
From the Hugging Face model README
Telco Customer Churn Prediction Model
ML model untuk prediksi customer churn dengan sistem retraining otomatis.
Current Version: v_initial
| Metric | Value |
|---|---|
| F1 | 0.6291 |
| Recall | 0.7166 |
| Precision | 0.5607 |
| ROC-AUC | 0.8419 |
| Threshold | 0.60 |
Structure
current/— active model artifacts (model.pkl, preprocessor.pkl, metrics.json)synthetic/— synthetic data batches for retraining experiments (SDV-generated)registry.json— version registry with history
Training
- Algorithm: LogisticRegression (sklearn 1.5.2)
- Features: 52 (after one-hot encoding)
- Train samples: 5634
- Holdout samples: 1409 (fixed, never touched)
License
MIT
- Task
- Tabular Classification
- License
- mit
- Created
- Jun 26, 2026
- Updated
- Jul 6, 2026