Figure 1
A flowchart shows data set split into training and test sets, feature selection, S M R F E, and a predicting model.The flowchart is arranged from left to right and top to bottom. At the top left is a rectangle labeled “Data Set”. An arrow points right to a rectangle labeled “Training Set”. From “Training Set”, an arrow points right to a rectangle labeled “m R M R”. An arrow then points right to a tall rectangle labeled “Shortlisted number of features”. From this rectangle, an arrow points right to a rectangle labeled “S V M R F E”. From “S V M R F E”, a downward arrow points to a rectangle labeled “Predicting model”. From the arrow connecting the “Data Set” and “Training Set” rectangles, a downward arrow points to a rectangle labeled “Test Set”. From “Test Set”, a horizontal arrow points right to the rectangle labeled “Predicting model”.

Flowchart of the proposed hybrid method

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