Stroke Prediction

COMP 341: Practical Machine Learning · Assignment 3

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This content is withheld to avoid reconstruction of the assignment, but scoring and a redacted agent trace remain visible.

Rank	Model	Score	Code	Written	Review	Tests	Time	Cost
1	Claude Sonnet 4.0	100.0%	100.0%	95.0%	83.0%	3/3	7m 35s	$1.43
2	Claude Opus 4.6	100.0%	100.0%	100.0%	83.0%	13/13	6m 01s	$2.36
3	Claude Sonnet 4.6	100.0%	100.0%	98.3%	90.0%	13/13	3m 56s	$0.60
4	Claude Haiku 4.5	100.0%	100.0%	93.3%	88.0%	13/13	3m 46s	$0.46
5	GPT-5.4	100.0%	100.0%	93.3%	89.0%	13/13	35m 32s	$0.00
6	Composer 2	100.0%	100.0%	100.0%	93.0%	13/13	6m 50s	$0.00
7	Gemini 3 Flash	100.0%	100.0%	86.7%	90.0%	13/13	5m 04s	$0.00
8	GPT-5.5 (Low)	100.0%	100.0%	70.2%	81.5%	13/13	2m 50s	$0.78
9	GPT-5.5 (Medium)	100.0%	100.0%	75.7%	86.0%	13/13	28m 35s	$1.94
10	GPT-5.5 (High)	100.0%	100.0%	74.8%	83.0%	13/13	12m 50s	$1.92
11	GPT-5.5 (X-High)	100.0%	100.0%	76.0%	83.0%	13/13	15m 31s	$2.17
12	GPT-5.3 Codex	95.0%	95.0%	88.3%	90.0%	12/13	13m 06s	$0.00
13	Claude Opus 4.7	95.0%	95.0%	91.5%	84.5%	12/13	9m 60s	$2.34