Confidence Scoring Skill
CommunityCalibrate classifier confidence and uncertainty.
Authorreaatech
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Calibrates and validates confidence scores for classification results, enabling reliable decision making and risk assessment in AI systems.
Core Features & Use Cases
- Calibrated confidence scores for predictions
- Uncertainty estimates and calibration metrics
- Use in ML pipelines, monitoring dashboards, and QA processes
Quick Start
Provide a basic classification prediction and model_id to obtain a calibrated confidence score.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Confidence Scoring Skill Download link: https://github.com/reaatech/agents-md-kit/archive/main.zip#confidence-scoring-skill Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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