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This is my Implementation of firefly to find best C-Gamma Parameters for SVM, Optimisasi C dan Gamma parameter pada SVM

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svm-firefly-optimization

This is my Implementation of firefly to find best C-Gamma Parameters for SVM, Optimisasi C dan Gamma parameter pada SVM

i did some customization from firefly algorithm implementaion by todatoshi (https://github.com/tadatoshi/metaheuristic_algorithms_python)

to find best C and Gamma params in Scikit SVM

Sample dataset 50-50, I am only use some fraction of dataset from my friend just for demo purpose, and not posting full dataset.

Cross validation with K-folds, adding more dataset will increase accuracy, in this demo we only got 65 to 70% accuracy.

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Implementasi algoritma firefly pada SVM untuk mencari parameter C dan Gamma terbaik

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This is my Implementation of firefly to find best C-Gamma Parameters for SVM, Optimisasi C dan Gamma parameter pada SVM

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