predict_fullname {rethnicity}

Predict ethnicity from full name

Description

Predicts ethnicity from first names and last names, using self-trained model with customized labels. This is designed for advanced users who wish to use their own models. For most use cases, use [predict_ethnicity()] for prediction.

Usage

predict_fullname(
  firstnames,
  lastnames,
  na.rm = FALSE,
  threads = 0L,
  labels = NULL,
  model_path = NULL
)

Arguments

firstnames

character vector, first names

lastnames

character vector, last names

na.rm

bool, default to FALSE, whether to remove the na in the 'lastnames'

threads

int, number of threads for multi-threading

labels

character vector, labels of the classification model, needs to be in the same order as the trained model

model_path

character file path, the path to the trained model in .json format (converted from Keras by frugally-deep)

Value

data.frame with predicted probability and predicted ethnicity