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Table 2 Comparison of performance of linear and non-linear machine-learning methods

From: Identification of biomarkers for genotyping Aspergilli using non-linear methods for clustering and classification

 

Correctly classified samples

Support Vector Classifier

14/16 (87.5%)

Multilayer Perceptron (1hidden layer with 4 neurons)

12/16 (75.0%)

Multilayer Perceptron (no hidden layers)

11/16 (68.8%)

Logistic

8/16 (50.0%)