tidymodels Workflow Patterns
Overview
Core workflow patterns for building machine learning models using the tidymodels ecosystem. Covers the complete pipeline from data splitting through model deployment.
Core Workflow Components
Data Splitting with rsample
library(tidymodels)
# Basic train/test split
set.seed(123)
data_split <- initial_split(data, prop = 0.75, strata = outcome)
train_data <- training(data_split)
test_data <- testing(data_split)
# Validation set approach
[Description truncada. Veja o README completo no GitHub.]