Web Reference: For those who do wish to look at the programming aspect of machine learning, Chapter 13 walks you through the entire process of setting up a supervised learning model using the popular programming language Python. Jan 19, 2026 · The sklearn.metrics module in Python provides various tools to evaluate the performance of machine learning models. One of the methods available is mean_absolute_error(), which simplifies the calculation of MAE by handling all the necessary steps internally. If multioutput is ‘raw_values’, then mean absolute error is returned for each output separately. If multioutput is ‘uniform_average’ or an ndarray of weights, then the weighted average of all output errors is returned.
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