Table 2

FLARECAST unsupervised and supervised machine learning methods (final release).

Unsupervised methods
  • K-means

  • Fuzzy C-means

  • Possibilistic C-means

Supervised methods

  • Hybrid LASSO

  • Elastic net

  • Logit

  • Hybrid Logit

  • Random forests (RFs)

  • Multi-layer perceptron (MLP)

  • Recurrent neural network (RNN)

  • Support vector machine (SVM)

  • Garson’s method

  • Olden’s method

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