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ce-regression-intervals

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Configure and interpret CE regression intervals.

Data & Analytics#calibration#uncertainty#machine-learning#explanations#regression-intervals#conformal-prediction
AuthorMoffran
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Configure and interpret regression intervals for CE using percentile conformal and thresholded probabilistic modes, enabling calibrated interval outputs for regression tasks.

Core Features & Use Cases

  • Provide percentile conformal intervals around regression predictions
  • Offer thresholded probabilistic regression mode to estimate P(y <= t)
  • Support per-instance interval adaptation via DifficultyEstimator when available

Quick Start

Configure CE regression intervals for a fitted WrapCalibratedExplainer to obtain percentile conformal and thresholded probabilistic outputs.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: ce-regression-intervals
Download link: https://github.com/Moffran/calibrated_explanations/archive/main.zip#ce-regression-intervals

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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