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Machine Learning Classifier

Usage

ml(
  text,
  model_dir,
  class_col = "classification",
  map = NULL,
  text_col = "text",
  return_prob = FALSE
)

Arguments

text

the text to classify

model_dir

the directory of the model

class_col

the name of the classification column

map

a vector of keys and values (e.g., c("0" = "no", "1" = yes"))

text_col

the name of the text column if text is a data frame

return_prob

whether to return the probability along with the classification

Value

a data frame with the text and classifications