ECE 8527: Final Exam - Results of the Final Exam Data Challenge (Set 17)


The data set for this challenge can be found here. Note that there are five classes of interest (norm, nneo, infl, dcis, and indc) represented in the data set (comprises 90% of the data) and also background (10%). The scoring program, located here, implements these weights and produces the weighted error metric shown. Each element in the table consists of the error on the 5 classes and the overall weighted error.

Participant Algorithm Train Dev Eval
2026 SPRING
Bohlool, Faezeh (2026 Spring) GBM 63.8132 / 58.1120 63.8656 / 58.4828 63.2363 / 57.7249
Bohlool, Faezeh (2026 Spring) CNN 13.4002 / 12.5465 33.8656 / 31.2880 40.8594 / 37.4418
Djukpen, Jahtega (2026 Spring) RNF 84.5104 / 86.0594 81.6651 / 83.4986 83.1637 / 84.8473
Djukpen, Jahtega (2026 Spring) CNN 80.4971 / 79.9978 61.2865 / 56.3638 61.9428 / 56.9245
Krasnisky, Bernard (2026 Spring) RNF 20.1899 / 19.0201 58.1856 / 53.9701 58.5477 / 53.9789
Krasnisky, Bernard (2026 Spring) CNN 02.9245 / 03.5636 52.3254 / 52.8652 58.5443 / 54.7711
Louis, Rolensky (2026 Spring) RNF 28.7068 / 26.5286 55.9806 / 52.1204 60.3422 / 55.6363
Louis, Rolensky (2026 Spring) CNN 44.6720 / 41.0869 55.1741 / 50.8402 60.8913 / 55.8767
McLaughlin, Liam (2026 Spring) RNF 19.1812 / 18.2193 47.8606 / 44.9772 54.1195 / 50.2643
McLaughlin, Liam (2026 Spring) VIT 00.4543 / 00.4213 34.2508 / 31.6496 39.1191 / 35.7994
Mohammad, Sarker (2026 Spring) SVM 24.1319 / 23.2315 26.2924 / 26.0002 67.1934 / 62.6484
Mohammad, Sarker (2026 Spring) CNN 12.2152 / 11.1215 12.3391 / 11.1651 63.7219 / 58.2803
Walker, Jackson (2026 Spring) GBN 27.9265 / 26.3251 28.0155 / 26.6222 52.7427 / 49.8796
Walker, Jackson (2026 Spring) MLP 22.1801 / 20.7040 22.6614 / 21.2417 40.2584 / 37.1716
2025 SPRING
Al Mamun, Abdullah (2025 Spring) XGB 1.8334 /  1.6872 69.2471 / 63.4460 66.6610 / 60.9340
Al Mamun, Abdullah (2025 Spring) EB7 11.7331 / 10.8442 12.4457 / 11.8153 34.5395 / 31.8131
Boles, Dylan (2025 Spring) RNF  8.9587 /  8.8542 10.3548 / 10.4879 58.6746 / 54.0677
Boles, Dylan (2025 Spring) CNN 22.9868 / 21.3188 23.8056 / 22.2865 42.1821 / 38.7761
Dumitrescu, Claudia (2025 Spring) GBM  0.0000 /  0.0000 58.7719 / 53.9209 85.7676 / 85.0589
Dumitrescu, Claudia (2025 Spring) RES 32.4166 / 29.8922 46.5342 / 43.6410 87.1612 / 86.0931
Ghazi, Jouri (2025 Spring) RNF  2.8215 /  2.5765 67.1622 / 61.6520 71.0057 / 64.9119
Ghazi, Jouri (2025 Spring) FFN  0.8731 /  3.6629 79.0453 / 76.6464 79.4453 / 77.3299
Joseph, Zephan (2025 Spring) RNF 17.3086 / 16.2662 59.5993 / 55.1225 61.1257 / 56.1553
Joseph, Zephan (2025 Spring) CNN 13.1066 / 12.2246 13.1310 / 12.2074 57.0769 / 52.5452
Purba, Sadia (2025 Spring) XGB  1.3659 /  1.2335 68.7383 / 63.0180 67.9945 / 62.1765
Purba, Sadia (2025 Spring) CNN 85.4686 / 84.6340 51.4067 / 47.7342 56.9062 / 52.8146
Qwareeq, Yusuf (2025 Spring) DRT 18.3338 / 17.2135 49.1538 / 45.5868 56.1835 / 51.6819
Qwareeq, Yusuf (2025 Spring) VIT 16.1712 / 14.8427 31.3537 / 28.8026 38.5958 / 35.2692
Thota, Venkatesh (2025 Spring) RNF 32.1244 / 29.4725 47.6077 / 43.8582 53.7813 / 49.3084
Thota, Venkatesh (2025 Spring) CNN 90.1924 / 91.1525 92.8640 / 93.5626 91.6883 / 92.4856