Man pages for MI2DataLab/live
Local Interpretable (Model-Agnostic) Visual Explanations

add_predictionsAdd black box predictions to generated dataset
check_conditionsCheck if data, explained instance and size make sense.
check_for_naAlert user if NAs are present
create_taskCreate regression or classification task.
fit_explanationFit white box model to the simulated data.
generate_neighbourhoodLIME: sampling for local exploration
give_predictionsAdd predictions to generated dataset.
livelive: visualizing interpretable models to explain black box...
plot_explanationPlotting white box models.
plot_regressionWaterfall plot or forestplot for lm/glm explanations.
sample_locallyGenerate dataset for local exploration.
set_constant_datesSet date values to one value
wineRed wine characteristics and quality.
MI2DataLab/live documentation built on April 14, 2018, 11:32 p.m.