Display feature of interest in plots

[andreassot10]

Hi,

I would like to know how to display the features of interest on a modelStudio plot. It looks like modelStudio chooses the first feature in the data frame by default and that information on the rest of features is only made available by hovering over the plots.

Example from modelStudio website:

library("DALEX")
library("modelStudio")

# fit a model
model <- glm(survived ~., data = titanic_imputed, family = "binomial")

# create an explainer for the model    
explainer <- explain(model,
                     data = titanic_imputed,
                     y = titanic_imputed$survived,
                     label = "Titanic GLM")

# make a studio for the model
modelStudio(explainer)

The only feature displayed on the plot is gender, which is the first column in titanic_imputed.

Unless I'm missing something, it appears that there is no mention in the manual about how to change this. There's also no option for changing this in the actual plot.

Thanks.

[hbaniecki]

Hi,
This can be done by clicking on the bars (e.g. Break Down, Feature Importance). I will add it to the manual.
Probably should consider adding another dropdown for variable choice too.

[andreassot10]

Hi,
This can be done by clicking on the bars (e.g. Break Down, Feature Importance). I will add it to the manual.
Probably should consider adding another dropdown for variable choice too.

Break Down & Feature Importance bars probably the only places on the visualization I didn't click on! Mention in the manual as well as a drop-down for feature choice in the plot would definitely help.
Many thanks

[hbaniecki]

Testing a new dropdown for variables on the master branch 867e12a. It will happen in the next CRAN release (v1.2.0).

[andreassot10]

Fab, thanks