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@LudvigOlsen LudvigOlsen released this 03 Jul 19:08
v0.1.0
eda1173

News (relative to previous development versions):

  • Adds optional parallelization.
  • Results now contain a count of singular fit messages. See ?lme4::isSingular for more information.
  • Argument "positive" changes default value to 2. Now takes either 1 or 2 (previously 0 and 1). If your dependent variable has values 0 and 1, 1 is now the positive class by default.
  • AUC calculation has changed. Now explicitly sets the direction in pROC::roc.
  • Unit tests have been updated for the new random sampling generator in R 3.6.0. They will NOT run previous versions of R.
  • Adds baseline() for creating baseline evaluations.
  • Adds reconstruct_formulas() for reconstructing formulas based on model definition columns in the results tibble.
  • Adds combine_predictors() for generating model formulas from a set of fixed effects.
  • Adds select_metrics() for quickly selecting the metrics and model definition columns.
  • Breaking change: Metrics have been rearranged and a few metrics have been added.
  • Breaking change: Renamed argument folds_col to fold_cols to better fit the new repeated cross-validation option.
  • New: repeated cross-validation.
  • Created package :)
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