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Fig. 3 | BMC Medical Informatics and Decision Making

Fig. 3

From: An ensemble-based feature selection framework to select risk factors of childhood obesity for policy decision making

Fig. 3

Visualization the comparison of selected variables with high scores calculated from 3 voting strategies. The plot was drawn using the percentage of the score of one feature out of the whole set and larger percentage means higher variable importance. Age, Sex, Tobacco_No, DietEducation, and BreaskfeedingType_Maternal gradually gained more importance during the changes from Voting1 to Voting3 while the importance of MothersDiastolicPressure and PhysicalExercise_Inadequate dropped. MothersDietEducation was more stable and took almost the same share of voting scores in all strategies

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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