This report analyzes how well the model quantifies uncertainty in its predictions through intervals and probabilities.
Model: RandomForestRegressor
Date: 2025-04-21 17:58:24
85%
Excellent uncertainty quantification
This section provides a high-level overview of the model's uncertainty quantification performance.
This section shows how well the model's prediction intervals cover the true values.
Alpha Level | Expected Coverage | Actual Coverage | Interval Width | Coverage Error |
---|
This section shows the distribution of uncertainty across predictions.
Detailed analysis of model performance at different confidence levels (alpha).
Comprehensive metrics for uncertainty evaluation.
Metric | Value | Description |
---|
Analysis of the model's probability calibration.
Metric | Value | Description |
---|