sage.plotting.paramfrac_above_thresh

Filename : paramfrac_above_thresh.py Description : Short description of the file

Created on 2026-03-21 17:39:39

__author__ = Narenraju Nagarajan __copyright__ = Copyright 2026, ProjectName __license__ = MIT Licence __version__ = 0.0.1 __maintainer__ = Narenraju Nagarajan __affiliation__ = N/A __email__ = N/A __status__ = [‘inProgress’, ‘Archived’, ‘inUsage’, ‘Debugging’]

GitHub Repository: NULL

Documentation: NULL

Functions

plot_paramfrac_detected_above_thresh(epoch, ...[, ...])

Detection fraction above threshold in bins of each source parameter.

Module Contents

plot_paramfrac_detected_above_thresh(epoch, ranking_stat, labels, sample_params, export_dir=None, save=True, nbins=4)[source]

Detection fraction above threshold in bins of each source parameter.

For each parameter, divides signals into nbins equal-count bins and plots the fraction detected (ranking statistic above a sweep of thresholds) in each bin. Reveals which parameter values the model finds hardest to detect.

Parameters:

  • epoch (int or str) – Epoch identifier used in the output subdirectory.

  • ranking_stat (array-like, shape (N,)) – Network ranking statistics.

  • labels (array-like, shape (N,)) – Binary ground-truth labels.

  • sample_params (dict[str, array-like]) – Per-event parameter arrays.

  • export_dir (str or None) – Parent directory; plots saved under PARAMFRAC_ABOVE_THRESH/epoch_{epoch}/.

  • save (bool) – If True, save to disk; otherwise display.

  • nbins (int) – Number of equal-count parameter bins (default 4).