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Table 2 Search spaces for (hyper-)parameters of classifiers

From: Automated assessment of foot elevation in adults with hereditary spastic paraplegia using inertial measurements and machine learning

Classifier

Parameter

Values

Threshold range of motion

threshold in degrees

{0, 1, 2, ..., 120}

Support vector machine

C

{0.1, 1, 10, 100, 1000, 10000}

Random forest

Number of trees

{100, 500, 1000}

 

Minimum number of samples per leaf

{20, 40, 60, 80, 100, 120, 140}