Predict with four models and unify results by the sub-model's specificity score to the four possible classes. — mi_unify_mod • MantaID

Predict with four models and unify results by the sub-model's specificity score to the four possible classes.

Usage

mi_unify_mod(
  data,
  col_id,
  result_rg,
  result_rp,
  result_xgb,
  result_BP,
  c_value = 0.75,
  pad_len = 30
)

Arguments

data: A dataframe contains the ID column.
col_id: The name of ID column.
result_rg: The result from the Random Forest model.
result_rp: The result from the Decision Tree model.
result_xgb: The result from the XGBoost model.
result_BP: The result from the Backpropagation Neural Network model.
c_value: A numeric value used in the final prediction calculation.
pad_len: The length to pad the ID characters to.

Value

A dataframe.