Ctrl+K

candle.viz_utils.plot_density_observed_vs_predicted

candle.viz_utils.plot_density_observed_vs_predicted#

candle.viz_utils.plot_density_observed_vs_predicted(Ytest, Ypred, pred_name=None, figprefix=None)#

Functionality to plot a 2D histogram of the distribution of observed (ground truth) values vs. predicted values. The plot generated is stored in a png file.

Parameters:

  • Ytest (numpy array) – Array with (true) observed values

  • Ypred (numpy array) – Array with predicted values.

  • pred_name (string) – Name of data colum or quantity predicted (e.g. growth, AUC, etc.)

  • figprefix (string) – String to prefix the filename to store the figure generated. A ‘_density_predictions.png’ string will be appended to the figprefix given.

Contents