fuzzy_exp

Description

Helper functions for setup and evaluation of experiments involving fuzzy logic.

• Experiment preparation: fuzzy_exp_helpers

• Experiment loading and evaluation: fuzzy_exp_eval

• Visualization: fuzzy_exp_vis

For details on the experiment content see the respective Sacred experiment script.

Experiment results are assumed to be placed within a folder structure <experiment_root>/<model_key>/<split>/<formula_dir>/<logic_key>/ with subfolders logs/<run> for the sacred logging information (including the config.json with the experiment config), and metrics/<timestamp> for CSV files containing metric result information. split will usually be TEST.

Sub-modules

fuzzy_exp_eval	Helper functions to evaluate fuzzy logic experiments.
fuzzy_exp_helpers	Helper functions for experiment evaluating fuzzy logic rules.
fuzzy_exp_vis	Helper functions for visualization of fuzzy logic experiment results.