Web Reference: Learn about Help () function in Python by Scaler Topics. The help () function takes an optional parameter to return help information related to that particular argument. Standardize features by removing the mean and scaling to unit variance. The standard score of a sample x is calculated as: where u is the mean of the training samples or zero if with_mean=False, and s is the standard deviation of the training samples or one if with_std=False. There are different methods for scaling data, in this tutorial we will use a method called standardization. The standardization method uses this formula: Where z is the new value, x is the original value, u is the mean and s is the standard deviation.
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