In this brief project, i conduct an extented analysis on breast cancer data. (data provided by https://www.kaggle.com/uciml/breast-cancer-wisconsin-data). I analyze the correlation between the features to extract the most valuable out of them. I train 10 machine learning models (using scikit-learn) with the initial features and then train the same models with the extracted features to show the effectivesness of the feature selection methods used.
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In this brief project, i conduct an extented analysis on breast cancer data (data provided by https://www.kaggle.com/uciml/breast-cancer-wisconsin-data). I analyze the correlation between the features to extract the most valuable. I train 10 models with the initial features and then train the same models with the extracted features to show the e…
Bakaloudis/Feature-Extraction-from-Breast-Cancer-data
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In this brief project, i conduct an extented analysis on breast cancer data (data provided by https://www.kaggle.com/uciml/breast-cancer-wisconsin-data). I analyze the correlation between the features to extract the most valuable. I train 10 models with the initial features and then train the same models with the extracted features to show the e…
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