prediction_service

Prediction Service

Description

Generate predictions from trained models

When to Use

When making predictions on new data

Workflow

1. Load model\n2. Validate input\n3. Predict\n4. Format output

Tools Used

sklearn

Examples

from src.skills.machine_learning.prediction_service import Skill

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

Best Practices

Validate input schema before prediction