Model Comparison Report Template
Project:
Module:
Date:
Problem frame
Target:
Unit:
Prediction time:
Action:
Candidate models
| Candidate | Why included | Main strength | Main concern |
|---|---|---|---|
| Dummy baseline | Minimum standard | Simple | Not useful by itself |
Evaluation protocol
Split or cross-validation method:
Primary metric:
Secondary checks:
Leakage checks completed:
Results
| Model | Primary metric | Secondary metric | Complexity | Notes |
|---|---|---|---|---|
Decision
Selected candidate:
Why:
Rejected alternatives:
Limitation note: