ipfml.metrics¶
Contains all metrics used for model results comparisons
Functions
coefficient_of_determination (y, predicted) |
Returns the coefficient of determination between y and y_predicted values |
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ipfml.metrics.
coefficient_of_determination
(y, predicted)[source]¶ Returns the coefficient of determination between y and y_predicted values
Parameters: - y – array of reference values
- predicted – array of predicted values
Returns: coefficient of determination
Example:
>>> from ipfml import metrics >>> import numpy as np >>> y = np.arange(10) >>> predicted = np.arange(10) * 1.05 >>> coeff = metrics.coefficient_of_determination(y, predicted) >>> int(coeff) 1