Conditional Visualisation for
Statistical Models
FEV data
A simple example introducing the use of condvis and showing the
importance of conditional visualisation.
Wine data
An example using condvis to visualise a random forest classifier
in 6 dimensions.
Power plant data
An example using condvis to visualise an additive model and a
support vector machine with radial kernel in a regression problem.
Credit card default data
An example using condvis to visualise a gradient boosted tree
model trained on data with 25 predictors.
Blog comments data
An example using condvis to visualise an ensemble of XGBoost gradient boosted tree
models trained on data with 280 predictors.