Chunk #34 — 3. Results — 3.1. RF Classification — 3.1.4. Correlations among Rankings of Different RF Parameters

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Random Forest Classification of Alcohol Use Disorder Using EEG Source Functional Connectivity, Neuropsychological Functioning, and Impulsivity Measures.

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The correlations among rankings of different RF parameters are shown in Figure 4. The correlations across any two parameters were very high (r = 0.843–1.0), suggesting that all the RF parameters ranked the variables in a similar order, and that these parameters were highly reliable to classify the groups.