holisticai.bias.plots.abroca_plot(group_a, ...)
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Abroca plot |
holisticai.bias.plots.success_rate_curve(...)
|
Success rate A vs B curve. |
holisticai.bias.plots.disparate_impact_curve(...)
|
Disparate Impact curve |
holisticai.bias.plots.statistical_parity_curve(...)
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Statistical Parity Curve |
holisticai.bias.plots.success_rate_curves(...)
|
Success Rate Curve |
holisticai.bias.plots.rmse_bar_plot(p_attr, ...)
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RMSE Bar Plot |
holisticai.bias.plots.mae_bar_plot(p_attr, ...)
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MAE Bar Plot |
holisticai.bias.plots.exposure_diff_plot(...)
|
Exposure Difference plot. |
holisticai.bias.plots.exposure_ratio_plot(...)
|
Exposure Ratio plot. |
holisticai.bias.plots.frequency_plot(p_attr, ...)
|
Frequency plot. |
holisticai.bias.plots.statistical_parity_plot(...)
|
Statistical Parity Plot (Binary Classification). |
holisticai.bias.plots.disparate_impact_plot(...)
|
Disparate Impact Plot (Binary Classification). |
holisticai.bias.plots.frequency_matrix_plot(...)
|
Frequency Matrix Plot. |
holisticai.bias.plots.accuracy_bar_plot(...)
|
Accuracy Bar Plot. |
holisticai.bias.plots.long_tail_plot(mat_pred)
|
Long Tail Plot. |
holisticai.bias.plots.group_pie_plot(y_feat)
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Plot a pie chart showing proportions of groups in a feature. |
holisticai.bias.plots.distribution_plot(y_feat)
|
Plot the Kernel Density Estimation (KDE) distribution of the input data. |
holisticai.bias.plots.histogram_plot(y_feat)
|
Plot the histogram for categorical data. |