Model Calibration

Modeva enables calibration of both built-in models and wrapped models, using probability calibration and conformal prediction. These techniques enhance model interpretability and reliability by adjusting probability estimates and providing confidence intervals for predictions.

• Model Probability Calibration

  • 1. Prepare data and model

  • 2. Calibration

  • 3. Get calibrate predict proba

  • Examples

• Interval Calibration for Regression

  • 1. Prepare data and model

  • 2. Calibration

  • 3. Get calibrated prediction intervals

  • Examples

• Interval Calibration for Classification

  • 1. Prepare data and model

  • 2. Calibration

  • 3. Get calibrated prediction intervals

  • Examples

• Model Probability Calibration
  • 1. Prepare data and model
  • 2. Calibration
  • 3. Get calibrate predict proba
  • Examples
• Interval Calibration for Regression
  • 1. Prepare data and model
  • 2. Calibration
  • 3. Get calibrated prediction intervals
  • Examples
• Interval Calibration for Classification
  • 1. Prepare data and model
  • 2. Calibration
  • 3. Get calibrated prediction intervals
  • Examples