ECE 8527: Final Exam - Results of the EEG Data Challenge

The data set for this challenge can be found here. The results for Fall 2017 are shown below in terms of error rates. Note that random guessing yeilds an error rate of 48.83%.

Participant	Algorithm	Train	Dev	Eval
Aljebreen, Abdullah	kNN	39.72%	37.77%	46.17%
Aljebreen, Abdullah	4-Layer MLP	40.96%	35.51%	45.66%
Chen, Jun	kNN	29.78%	44.48%	47.53%
Chen, Jun	MLP	34.56%	37.48%	46.33%
Espinoza, Victor	RF	25.32%	35.22%	46.85%
Espinoza, Victor	MLP	40.19%	36.02%	45.31%
Islam, Sayemul	kNN	38.60%	47.45%	49.57%
Islam, Sayemul	LSTM	42.92%	39.80%	47.70%
Krome, Elliott	RF	38.18%	36.50%	45.91%
Krome, Elliott	MLP	39.40%	36.26%	46.68%
McHugh, James	RF	24.37%	36.45%	47.10%
McHugh, James	MLP	41.19%	34.09%	44.12%
Que, Zhe	TBD	TBD	TBD	TBD
Que, Zhe	TBD	TBD	TBD	TBD
Wang, Kaijun	kNN	00.41%	45.56%	48.64%
Wang, Kaijun	MLP	38.40%	35.60%	46.00%