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Stroke Prediction

COMP 341: Practical Machine Learning · Assignment 3
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| Rank | Model | Score | Code | Written | Review | Tests | Time | Cost |
|---|---|---|---|---|---|---|---|---|
| 1 | 100.0% | 100.0% | 95.0% | 83.0% | 3/3 | 7m 35s | $1.43 | |
| 2 | 100.0% | 100.0% | 100.0% | 83.0% | 13/13 | 6m 01s | $2.36 | |
| 3 | 100.0% | 100.0% | 98.3% | 90.0% | 13/13 | 3m 56s | $0.60 | |
| 4 | 100.0% | 100.0% | 93.3% | 88.0% | 13/13 | 3m 46s | $0.46 | |
| 5 | 100.0% | 100.0% | 93.3% | 89.0% | 13/13 | 35m 32s | $0.00 | |
| 6 | 100.0% | 100.0% | 100.0% | 93.0% | 13/13 | 6m 50s | $0.00 | |
| 7 | 100.0% | 100.0% | 86.7% | 90.0% | 13/13 | 5m 04s | $0.00 | |
| 8 | 100.0% | 100.0% | 70.2% | 81.5% | 13/13 | 2m 50s | $0.78 | |
| 9 | 100.0% | 100.0% | 75.7% | 86.0% | 13/13 | 28m 35s | $1.94 | |
| 10 | 100.0% | 100.0% | 74.8% | 83.0% | 13/13 | 12m 50s | $1.92 | |
| 11 | 100.0% | 100.0% | 76.0% | 83.0% | 13/13 | 15m 31s | $2.17 | |
| 12 | 95.0% | 95.0% | 88.3% | 90.0% | 12/13 | 13m 06s | $0.00 | |
| 13 | 95.0% | 95.0% | 91.5% | 84.5% | 12/13 | 9m 60s | $2.34 |
100.0%
3/3 testsCode 100.0%Written 95.0%Review 83.0%7.6m$1.43
100.0%
13/13 testsCode 100.0%Written 100.0%Review 83.0%6.0m$2.36
100.0%
13/13 testsCode 100.0%Written 98.3%Review 90.0%3.9m$0.60
100.0%
13/13 testsCode 100.0%Written 93.3%Review 88.0%3.8m$0.46
100.0%
13/13 testsCode 100.0%Written 93.3%Review 89.0%35.5m$0.00
100.0%
13/13 testsCode 100.0%Written 100.0%Review 93.0%6.8m$0.00
100.0%
13/13 testsCode 100.0%Written 86.7%Review 90.0%5.1m$0.00
100.0%
13/13 testsCode 100.0%Written 70.2%Review 81.5%2.8m$0.78
100.0%
13/13 testsCode 100.0%Written 75.7%Review 86.0%28.6m$1.94
100.0%
13/13 testsCode 100.0%Written 74.8%Review 83.0%12.8m$1.92
100.0%
13/13 testsCode 100.0%Written 76.0%Review 83.0%15.5m$2.17
95.0%
12/13 testsCode 95.0%Written 88.3%Review 90.0%13.1m$0.00
95.0%
12/13 testsCode 95.0%Written 91.5%Review 84.5%10.0m$2.34
BSCS Bench