The old ML filter model training system is deprecated. Please use the new Standalone ML Training system instead.

Retrain ML Model

Configure and submit a new model training job

Job ID:

Your model training job has been queued and will start processing shortly.

Model Configuration *

Select the trading strategy and ML architecture combination

Model Version

Semantic version (default: 1.0.0)

Start Date

Leave empty to use all available data

End Date

Leave empty to use all available data

Minimum Confidence

Filter training data to recommendations with confidence ≥ this threshold

Exclude Neutral Labels

Remove recommendations with neutral outcomes from training data

Use Feature Selection

Automatically select the most important features for training

Use Hyperparameter Optimization

Use Optuna to automatically find the best hyperparameters (recommended)

Number of Optimization Trials

More trials = better hyperparameters but longer training time (1-200)

Training will run in the background. You can monitor progress on the Training Jobs page.

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