model_comparator

Model Comparator

Description

Compare models side-by-side on metrics

When to Use

When choosing between model candidates

Workflow

1. Collect models\n2. Evaluate each\n3. Create comparison table

Tools Used

sklearn, pandas

Examples

from src.skills.machine_learning.model_comparator import Skill

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

Best Practices

Use same test set for fair comparison