CHANGES IN R VERSION 0.3.7: MAJOR CHANGES: * Removed plan(multiprocess) from logic for parallel processing. Because, plan(multiprocess) of future is deprecated. (#2, thanks to Henrik Bengtsson) MINOR CHANGES: * Remove the waring of "UNRELIABLE VALUE" with seed = TRUE in future function. CHANGES IN R VERSION 0.3.6: MINOR CHANGES: * Implemented a function to replace the unbalanced package used in the process of performing split data. This is because unbalanced packages have been removed from CRAN. (#3) CHANGES IN R VERSION 0.3.5: BUG FIXES: * Fix error in glmnet when run_predict() is performed with test data that has more variables than train data. CHANGES IN R VERSION 0.3.4: MAJOR CHANGES: * add xgboosting methodlogy for binary classifier. * add lasso regression model for binary classifier. CHANGES IN R VERSION 0.3.3: BUG FIXES: * run_predict() fixed error when try to predict on dataset without the response variable (thanks @shivakhanal, #1). MINOR CHANGES: * run_models(), run_predict(), run_performance() not support future::multiprocess when running R from RStudio. CHANGES IN R VERSION 0.3.2: BUG FIXES: * Fixed explanation errors in `Classification Modeling` vignettes for debian linux. MINOR CHANGES: * Renamed compare_category() to compare_target_category(). This is because it overlaps the function name of the dlookr package. * Renamed compare_numeric() to compare_target_numeric(). This is because it overlaps the function name of the dlookr package. * compare_target_category() modified from is.tibble(), as.tibble() to is_tibble(), as_tibble(). * compare_diag() modified from is.tibble(), as.tibble() to is_tibble(), as_tibble(). * sampling_target() modified from as.tbl() to tibble::as_tibble(). CHANGES IN R VERSION 0.3.1: BUG FIXES: * Fixed explanation errors in `Cleansing the dataset` vignettes. * Fixed explanation errors in `Classification Modeling` vignettes. * Modified explanation errors in `Splitting the dataset` vignettes.