graphorge.gnn_base_model.predict.prediction_plots.plot_dle_error_histogram

plot_dle_error_histogram(prediction_data_array, is_normalize_data=False, filename='dle_lr_error_histogram', save_dir=None, is_save_fig=False, is_stdout_display=False, is_latex=False)[source]

Plot Direct Loss Estimator (DLE) absolute error histogram.

Direct Loss Estimator (DLE) is based on Linear Regression model.

Parameters:

  • is_normalize_data (bool, default=False) – Normalize predictions and ground-truth data to the range [0, 1] before estimating the error.

  • filename (str, default='dle_lr_error_histogram') – Figure name.

  • save_dir (str, default=None) – Directory where figure is saved. If None, then figure is saved in current working directory.

  • is_save_fig (bool, default=False) – Save figure.

  • is_stdout_display (bool, default=False) – True if displaying figure to standard output device, False otherwise.

  • is_latex (bool, default=False) – If True, then render all strings in LaTeX. If LaTex is not available, then this option is silently set to False and all input strings are processed to remove $(…)$ enclosure.