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Last task for MLSD course from Valeriy Babushlin & Sravni.ru

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I analyzed given data (turned out they already 've been used in a free competition) and developed & evaluated classification model. Some correlations:

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More about categorical data:

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ROC and AUC of created model:

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Using oversampling and with changing probability threshold got this result:

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With feature importance of such:

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Last task for MLSD course from Valeriy Babushlin & Sravni.ru

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