unnest_modeltime_resamples: Unnests the Results of Modeltime Fit Resamples

In modeltime.resample: Resampling Tools for Time Series Forecasting

Unnests the Results of Modeltime Fit Resamples

Description

An internal function used by modeltime_resample_accuracy().

Usage

unnest_modeltime_resamples(object)

Arguments

object

A Modeltime Table that has a column '.resample_results'

Details

The following data columns are unnested and prepared for evaluation:

• .row_id - A unique identifier to compare observations.

• .resample_id - A unique identifier given to the resample iteration.

• .model_id and .model_desc - Modeltime Model ID and Description

• .pred - The Resample Prediction Value

• .row - The actual row value from the original dataset

• Actual Value Column - The name changes to target variable name in dataset

Value

Tibble with columns for '.row_id', '.resample_id', '.model_id', '.model_desc', '.pred', '.row', and actual value name from the data set

Examples

# The .resample_results column is deeply nested
m750_training_resamples_fitted

# Unnest and prepare the resample predictions for evaluation
unnest_modeltime_resamples(m750_training_resamples_fitted)

modeltime.resample documentation built on April 14, 2023, 12:31 a.m.