Research Article

A Novel Feature Selection with Hybrid Deep Learning Based Heart Disease Detection and Classification in the e-Healthcare Environment

Table 1

FS analysis of the EOSSA-FS technique.

AlgorithmSelected featureBest cost

Relief13, 9, 3, 110.4564
MRMR12, 8, 3, 5, 11, 12, 2, 130.4541
LASSO2, 12, 9, 3, 11, 130.4538
LLBFS13, 12, 3, 2, 11, 100.4517
FCMIM2, 3, 4, 5, 7, 8, 9, 10, 11, 130.4436
EOSSA-FS6, 7, 2, 3, 4, 11, 130.4260