How to use Genetic Algorithm to find weight of voting classifier in WEKA?

01 January 2019 0 5K Report

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Article A novel method for predicting kidney stone type using ensemb...

. The author used a genetic algorithm for finding the optimal weight vector for voting with WEKA, but i don't know see can they did that. How can i use a genetic algorithm to find weight of voting classifier with WEKA?

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In order to enhance the performance of the voting algorithm, a weighted majority vote is used. Simple majority vote algorithm is usually an effective way to combine different classifiers, but not all classifiers have the same effect on the classification problem. To optimize the results from weight majority vote classifier, we need to find the optimal weight vector. Applying Genetic algorithms is our solution for finding the optimal weight vector in this problem.

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