load_features: Load features

In magnusfurugard/featuretoolsR: Interact with the 'Python' Module 'Featuretools'

Description

Used to load previously saved features created during dfs.

Usage

load_features(file = NA)

Arguments

file	The file containing the features.

Examples

library(magrittr)

# Create mock datasets
set_1 <- data.frame(key = 1:100, value = sample(letters, 100, TRUE), stringsAsFactors = TRUE)
set_2 <- data.frame(key = 1:100, value = sample(LETTERS, 100, TRUE), stringsAsFactors = TRUE)
# Common variable: `key`

# Use dfs to create features
dir <- tempdir()
as_entityset(set_1, index = "key", entity_id = "set_1", id = "demo") %>%
  add_entity(entity_id = "set_2", df = set_2, index = "key") %>%
  add_relationship(
    parent_set = "set_1",
    child_set = "set_2",
    parent_idx = "key",
    child_idx = "key"
  ) %>%
  dfs(target_entity = "set_1", trans_primitives = c("and")) %>%
  extract_features() %>%
  save_features(filename = "some.features", path = dir)

# Load saves features
features <- load_features(file.path(dir, "some.features"))

magnusfurugard/featuretoolsR documentation built on April 27, 2020, 11:36 p.m.