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House Price Prediction with Images

COMP 341: Practical Machine Learning · Assignment 7
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| Rank | Model | Score | Code | Written | Review | Tests | Time | Cost |
|---|---|---|---|---|---|---|---|---|
| 1 | 100.0% | 100.0% | 70.6% | 86.0% | 3/3 | 37m 05s | $1.45 | |
| 2 | 100.0% | 100.0% | 88.2% | 82.0% | 11/11 | 5m 08s | $1.82 | |
| 3 | 100.0% | 100.0% | 88.2% | 87.0% | 11/11 | 3m 29s | $0.57 | |
| 4 | 100.0% | 100.0% | 70.6% | 81.0% | 11/11 | 3m 44s | $0.34 | |
| 5 | 100.0% | 100.0% | 64.7% | 87.0% | 11/11 | 3m 37s | $0.00 | |
| 6 | 100.0% | 100.0% | 64.7% | 86.0% | 11/11 | 7m 21s | $0.00 | |
| 7 | 100.0% | 100.0% | 61.8% | 84.5% | 11/11 | 4m 02s | $0.96 | |
| 8 | 100.0% | 100.0% | 64.7% | 86.5% | 11/11 | 5m 35s | $1.16 | |
| 9 | 100.0% | 100.0% | 73.5% | 84.0% | 11/11 | 3m 38s | $1.88 | |
| 10 | 95.0% | 95.0% | 70.6% | 80.0% | 10/11 | 3m 50s | $0.00 | |
| 11 | 95.0% | 95.0% | 58.8% | 80.0% | 10/11 | 15m 46s | $0.00 | |
| 12 | 95.0% | 95.0% | 55.9% | 79.0% | 10/11 | 3m 35s | $0.94 | |
| 13 | 95.0% | 95.0% | 67.7% | 85.0% | 10/11 | 8m 13s | $1.64 |
100.0%
3/3 testsCode 100.0%Written 70.6%Review 86.0%37.1m$1.45
100.0%
11/11 testsCode 100.0%Written 88.2%Review 82.0%5.1m$1.82
100.0%
11/11 testsCode 100.0%Written 88.2%Review 87.0%3.5m$0.57
100.0%
11/11 testsCode 100.0%Written 70.6%Review 81.0%3.7m$0.34
100.0%
11/11 testsCode 100.0%Written 64.7%Review 87.0%3.6m$0.00
100.0%
11/11 testsCode 100.0%Written 64.7%Review 86.0%7.3m$0.00
100.0%
11/11 testsCode 100.0%Written 61.8%Review 84.5%4.0m$0.96
100.0%
11/11 testsCode 100.0%Written 64.7%Review 86.5%5.6m$1.16
100.0%
11/11 testsCode 100.0%Written 73.5%Review 84.0%3.6m$1.88
95.0%
10/11 testsCode 95.0%Written 70.6%Review 80.0%3.8m$0.00
95.0%
10/11 testsCode 95.0%Written 58.8%Review 80.0%15.8m$0.00
95.0%
10/11 testsCode 95.0%Written 55.9%Review 79.0%3.6m$0.94
95.0%
10/11 testsCode 95.0%Written 67.7%Review 85.0%8.2m$1.64
BSCS Bench