ECE 8527: Final Exam - Results of the Final Exam Data Challenge (Set 15)


The data set for this challenge can be found here. Note that there are seven classes: 1dAVb,RBBB,LBBB,SB,AF,ST and healthy. The latter is represented by a vector of zeroes. The scoring metric consisted of "macro accuracy / macro F1" though micro F1 and several other common measures were available.

Participant Algorithm Train Dev Eval
2024 SPRING
Auchincloss, Mary (2024 Spring) RNF 0.9391 / 0.5106 0.9279 / 0.3378 0.9275 / 0.3372
Auchincloss, Mary (2024 Spring) CNN 0.9805 / 0.9035 0.9806 / 0.9034 0.8404 / 0.1728
Berman, Leo (2024 Spring) CNN 0.9805 / 0.9035 0.9806 / 0.9034 0.8404 / 0.1728
Chau, Anna (2024 Spring) RNF 0.9367 / 0.6728 0.9314 / 0.3932 0.9321 / 0.4043
Chau, Anna (2024 Spring) CNN 0.9988 / 0.9941 0.9333 / 0.6482 0.9446 / 0.6458
Dewees, Luke (2024 Spring) RNF 0.9703 / 0.8901 0.9112 / 0.4880 ------ / ------
Dewees, Luke (2024 Spring) --- ------/ ------ ------/ ------ ------/ ------
McNicholas, Shane (2024 Spring) RNF 0.8726 / 0.4401 0.8576 / 0.3637 0.8571 / 0.3626
McNicholas, Shane (2024 Spring) MLP 0.9889 / 0.9461 0.9023 / 0.4820 0.9011 / 0.4810
Paroya, Abraham (2024 Spring) RNF 0.9872 / 0.9291 0.9329 / 0.4049 0.9325 / 0.4080
Paroya, Abraham (2024 Spring) DNN 0.9952 / 0.9764 0.9703 / 0.8459 0.9715 / 0.8516
Raab, Lucas (2024 Spring) KNN 0.9099 / 0.2862 0.9009 / 0.2243 0.9013 / 0.2276
Raab, Lucas (2024 Spring) CNN 0.8860 / 0.7031 0.8518 / 0.6491 0.9044 / 0.6066