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')

Write the predictions for an experiment in the standard format used by sktime.

Parameters:

estimator_namestr,

Name of the object that made the predictions, written to file and can determine 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)