precision_recall

Precision-Recall Evaluator

Description

Compute precision and recall metrics

When to Use

For classification evaluation

Workflow

1. Compute precision\n2. Compute recall\n3. Compute F1

Tools Used

sklearn

Examples

from src.skills.evaluation.precision_recall import Skill

skill = Skill()
result = await skill.run(SkillInput(data={"key": "value"}))

Best Practices

Use macro/micro averaging for multi-class