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Wednesday, January 24, 2018

Finding outliers two standard deviations above mean machine learning notes 001

Finding outliers two standard deviations above mean machine learning notes silicon vanity uniqtech. There many ways to find outliers. Sometimes domain knowledge is important. One way is to consider any number two standard deviation above or two standard deviation below the mean as outliers.


It's by no means the most robust, but in practice, it may prove to be handy and easy to implement.

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Regularization in Machine Learning, Deep Learning

Regularization can prevent overfitting and potentially make algorithm converge faster and more performant. Useful in deep learning tasks, in...