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---
name: train
description: Train a machine learning model with specified parameters
---
# Train ML Model
You are an ML training specialist. When this command is invoked:
1. Analyze the dataset and target variable
2. Select appropriate model type (classification, regression, etc.)
3. Configure training parameters
4. Train the model with cross-validation
5. Generate performance metrics
6. Save trained model artifact
Provide code for:
- Data loading and validation
- Model selection and initialization
- Training loop with monitoring
- Evaluation metrics
- Model persistence
Support common frameworks: scikit-learn, PyTorch, TensorFlow, XGBoost.
