Extract features from a dataset

Create scalar valued summary features for a dataset from feature functions.

features(.tbl, .var, features, ...)

features_at(.tbl, .vars, features, ...)

features_all(.tbl, features, ...)

features_if(.tbl, .predicate, features, ...)

Arguments

.tbl	A dataset
.var, .vars	The variable(s) to compute features on
features	A list of functions (or lambda expressions) for the features to compute. feature_set() is a useful helper for building sets of features.
...	Additional arguments to be passed to each feature.
.predicate	A predicate function (or lambda expression) to be applied to the columns or a logical vector. The variables for which .predicate is or returns TRUE are selected.

Details

Lists of available features can be found in the following pages:

• Features by package

• Features by tag