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. 2022 Apr 28;22(9):3367. doi: 10.3390/s22093367

Table 4.

Summary of ML models parameters for the first feature set.

Model Binary Classification Multiclass Classification
SVM

  • Kernel: Radial Basis Function

  • Max iterations: 70,000

  • Kernel: Linear

  • Max iterations: 70,000
Decision Tree

  • Max depth: 11

  • Entropy criterion

  • Max depth: 10

  • Entropy criterion
Random Forest

  • Max depth: 11

  • Entropy criterion

  • Trees: 12

  • Max depth: 10

  • Entropy criterion

  • Trees: 9