Insights into Amyotrophic Lateral Sclerosis from a Machine Learning Perspective

. 2019 Oct 1;8(10):1578. doi: 10.3390/jcm8101578

Algorithm 1: Feature selection by the

J_{3}

criterion [11]

Input: Potential features, K the maximal feature sub-set size desired, and ALSFRS target value

Output: Selected feature sub-set for the ALSFRS target value

for k = 1:K do

graphic file with name jcm-08-01578-i001.jpg

end

Return: $b e s t F e a t (k)$ with the highest accuracy on the validation set