Evolutionary Feature Engineering

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Documentation for package ‘evoFE’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

apply_gene	Apply a single gene to a dataset
apply_individual	Apply an entire individual's recipe to data
create_gene	Create a single gene
create_individual	Create an individual
create_transformer	Create a transformer definition
crossover	Crossover two individuals
evaluate_fitness	Evaluate the fitness of an individual
evolve_features	Run evolutionary feature engineering
evo_transformers	Built-in feature transformers
gene_to_formula	Convert a gene to a formula string
gene_to_state_formula	Convert a gene to a formula string for state caching (ignoring component index)
individual_to_recipe_string	Convert an individual to a recipe string of formulas
initialize_population	Initialize a population
mutate	Mutate an individual
predict.evo_recipe	Apply feature engineering recipe to new data
predict_model	Predict target values using the fully evolved model
union_crossover	Union Crossover of two individuals