AUTO_VI$select_feature {autovi}

Select features from the check result

Description

This function select features from the check result.

Usage

AUTO_VI$feature_pca(data = self$check_result$observed, pattern = "f_")

Arguments

data

Dataframe. A data frame where some columns represent features and rows represent observations.

pattern

Character. A regrex pattern to search for features. See also grep().

Details

By default, features are assumed to follow the naming convention "f_(index)", where index is from one to the number of features.

Value

A tibble where columns represent features and rows represent observations.

Examples

keras_model <- try(get_keras_model("vss_phn_32"))
if (!inherits(keras_model, "try-error")) {
  myvi <- auto_vi(lm(dist ~ speed, data = cars), keras_model)

  myvi$lineup_check(extract_feature_from_layer = "global_max_pooling2d")
  myvi$select_feature()
}