Blog: The Analytics Compass

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Learning data science: feature engineering

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Using predictive analytics to forecast fashion trends

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How to apply feature selection in linear regression with RapidMiner

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Using chi squared calculator to improve classification accuracy

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Feature selection: mutual information vs. other commonly used methods

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Feature selection with mutual information, Part 2: PCA disadvantages

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Feature selection with mutual information, Part 1: PCA disadvantages

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Using chi-square test for feature selection and key driver analysis

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Higher model accuracy with mutual information based feature selection

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