II.
LibrarySkill overview
Reference · livelib-skill:decision-intelligence--calibration-trainer
calibration-trainer overview
Probability calibration training skill for improving forecast accuracy and reducing overconfidence
Attributes
displayName
calibration-trainer
description
Probability calibration training skill for improving forecast accuracy and reducing overconfidence
libraryPath
library/specializations/domains/business/decision-intelligence/skills/calibration-trainer/SKILL.md
specialization
decision-intelligence
contentSummary
# Calibration Trainer
## Overview
The Calibration Trainer skill provides capabilities for assessing and improving forecaster calibration. It helps decision-makers align their confidence levels with actual accuracy, reducing overconfidence and improving the quality of probabilistic judgments.
Outgoing edges
lib_applies_to_domain1
- domain:business-intelligence·DomainBusiness Intelligence
lib_belongs_to_specialization1
- specialization:decision-intelligence·SpecializationDecision Intelligence
lib_involves_role3
- role:data-scientist·RoleData Scientist
- role:data-analyst·RoleData Analyst
- role:research-scientist·RoleResearch Scientist
lib_requires_skill_area3
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:quantitative-modeling·SkillAreaQuantitative Modeling
Incoming edges
None.