NEWS.md

In triplot: Explaining Correlated Features in Machine Learning Models

triplot 1.3

• changed the way plot(model_triplot) is build, so it works correctly with patchwork 1.0.1
• changed parameter in DALEX::feature_importance call from n_sample to N (due to change in DALEX 1.2.1)
• added parameter to change correlation method in group_variables, cluster_variables, triplot
• deprecated aspects_on_axis argument in plot.aspect_importance (now it’s show_features) (#14)

triplot 1.2

• last vertical line in hierarchical_importance() plot of model_triplot() shows baseline value
• left margin of middle panel in triplot can be set with "margin_mid"
• colors in plot for predict_aspects() changed to match DALEX::colors_discrete_drwhy()
• changed order or n_var and sample_method parameters in aspect_importance() functions
• renamed triplot title to Global / Local triplot

triplot 1.1.2

• modified triplot object and methods
• removed ingredients dependency

triplot 1.1.1

• switched from GridExtra to Patchwork
• improved plotting of triplot object

triplot 1.1.0

• renamed prediction_aspect() to predict_aspects()
• added aliases predict_triplot() and model_triplot()
• added bar_width param to triplot
• added warning if target is in data
• added parameter "type" to calculate_triplot()
• added print for predict_aspects() and triplot()

triplot 1.0.4

• restructured group_variables() and triplot objects
• added hierarchical_importance object (instead of plot_aspects_importance_grouping)
• triplot renamed to calculate_triplot()
• triplot is plotted by calling plot on calculate_triplot() results

triplot 1.0.3

• updated plot_aspects_importance_grouping so it can draw last clusters connection
• add_importance_labels parameter set to FALSE by default

triplot 1.0.2

• new feature: triplot can present both: automatic aspect and feature importance grouping (by using ingredients::feature_importance())

triplot 1.0.1

• aspectImportance is renamed to triplot
• added second vignette

aspectImportance 1.0

• aspect_importance is moved out of DALEXtra into standalone package

triplot documentation built on July 13, 2020, 5:08 p.m.