Skip to main content

Table 4 Comparison of model performance of two dimensionality reduction methods

From: Gene targeting in amyotrophic lateral sclerosis using causality-based feature selection and machine learning

 

LASSO genes

SES genes

XGBoost classifiers

Cerebellum classifiers

96.30%

85.18%

Frontal cortex classifiers

74.07%

85.18%

Motor neuron classifiers

88.89%

88.89%

Random Forest classifiers

Cerebellum classifiers

40.74%

40.74%

Frontal cortex classifiers

37.04%

29.63%

Motor neuron classifiers

100.00%

88.89%