AUTO_VI-cash-summary: Summary of the object

In autovi: Auto Visual Inference with Computer Vision Models

Summary of the object

Description

The AUTO_VI$..str..() method provides a string representation of the object. If a check is performed, the string will contain some simple statistics of the check result. This method does this same thing as AUTO_VI$..str..(), but it returns an AUTO_VI_SUMMARY object which stores those statistics, such as sample quantiles of the distribution of null visual signal strength, in the object.

Usage

AUTO_VI$summary()

Value

An AUTO_VI_SUMMARY object.

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$check()
  myvi_summary <- myvi$summary()
  print(myvi_summary)
  names(myvi_summary)
}

autovi documentation built on April 3, 2025, 11:04 p.m.