write_results_to_uea_format¶
- write_results_to_uea_format(estimator_name, dataset_name, y_pred, output_path, full_path=True, y_true=None, predicted_probs=None, split='TEST', resample_seed=0, timing_type='N/A', first_line_comment=None, second_line='No Parameter Info', third_line='N/A')[source]¶
Write the predictions for an experiment in the standard format used by aeon.
- Parameters:
- estimator_namestr,
Name of the object that made the predictions, written to file and can deterimine file structure of output_root is True
- dataset_namestr
name of the problem the classifier was built on
- y_prednp.array
predicted values
- output_pathstr
Path where to put results. Either a root path, or a full path
- full_pathboolean, default = True
If False, then the standard file structure is created. If false, results are written directly to the directory passed in output_path
- y_truenp.array, default = None
Actual values, written to file with the predicted values if present
- predicted_probsnp.ndarray, default = None
Estimated class probabilities. If passed, these are written after the predicted values. Regressors should not pass anything
- splitstr, default = “TEST”
Either TRAIN or TEST, depending on the results, influences file name.
- resample_seedint, default = 0
Indicates what data
- timing_typestr or None, default = None
The format used for timings in the file, i.e. Seconds, Milliseconds, Nanoseconds
- first_line_commentstr or None, default = None
Optional comment appended to the end of the first line
- second_linestr
unstructured, used for predictor parameters
- third_linestr
summary performance information (see comment below)