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. Author manuscript; available in PMC: 2021 Nov 1.
Published in final edited form as: IEEE Sens J. 2020 Jun 8;20(21):12859–12870. doi: 10.1109/jsen.2020.3000772

TABLE IV.

List of Hyperparameters Optimized for the ML Algorithms

ML Algorithm Hyperparameter(s)
SVM/SVR Kernel Scale, C parameter
DT Min. Leaf Size
k-NN Num. of Neighbours, Distance Function
LD Delta, Gamma
NB Distribution Name, Width
EL Method, Learning Rate, Minimum Leaf Size