Module rusty_machine::analysis::score
[−]
[src]
Functions for scoring a set of predictions, i.e. evaluating how close predictions and truth are. All functions in this module obey the convention that higher is better.
Functions
accuracy |
Returns the fraction of outputs which match their target. |
f1 |
Returns the f1 score for 2 class classification. |
neg_mean_squared_error |
Returns the additive inverse of the mean-squared-error of the outputs. So higher is better, and the returned value is always negative. |
precision |
Returns the precision score for 2 class classification. |
recall |
Returns the recall score for 2 class classification. |
row_accuracy |
Returns the fraction of outputs rows which match their target. |