X_train and X_test are not consistently processed for bart propensity model

[MaggieWang0614]

stochtree/R/bcf.R

Line 1196 in 7e2e714

X_train = X_train,

X_train is Preprocessed on line 912, but X_test_raw is not preprocessed for bart model. This would raise the following error:

Error in [.data.frame(input_df, , numeric_vars, drop = FALSE): undefined columns selected
Traceback:

1. bart(X_train = X_train, y_train = as.numeric(Z_train), X_test = X_test_raw,
   . num_gfr = num_total, num_burnin = 0, num_mcmc = 0)
2. preprocessPredictionData(X_test, X_train_metadata)
3. preprocessPredictionDataFrame(input_data, metadata)
4. input_df[, numeric_vars, drop = FALSE]
5. [.data.frame(input_df, , numeric_vars, drop = FALSE)
6. stop("undefined columns selected")
7. .handleSimpleError(function (cnd)

[andrewherren]

This should be a quick fix -- I'll let you know when it's addressed!

[andrewherren]

This should be fixed now if you install the latest dev version from Github