Make predictions from a fitted "NEMoE" object.

This function predict new data using.

NEMoE_predict(
  NEMoE_obj,
  X_new,
  Z_new = NULL,
  full = TRUE,
  level = "all",
  transform = TRUE,
  name_match = FALSE
)

Arguments

NEMoE_obj	A NEMoE_obj object with fitted parameters.
X_new	A list of transformed microbiome data.
Z_new	A matrix of transformed nutrition data.
full	Whether output the result in both gating network and experts network.
level	Which level of microbiome data to be use.
transform	Whether use the same transformation in build NEMoE.
name_match	Whether match the name of training data and testing data.

Value

A list of fitted result or a vector of predicted response.