RfEmpImp 2.1.5
- Add new wrapper function to recover dependency on
ranger (>= 0.12.1)
and to fix parameter passing
- New independent
mice.impute.rfpred.norm
function, and thus simplified mice.impute.rfpred.emp
function
- Bypass collinearity and constant checks in
mice
for imp.*
functions
- Add support for imputation using samples of classification trees predictions for prediction-based imputation (RfPred-Cate)
- Add new function
query.rf.pred.idx
for querying observation IDs associated with the terminal nodes
- Add new function
query.rf.pred.val
for querying observed values associated with the terminal nodes
- Add new function
conv.factor
for converting variables
- Update dependency for
mice (>= 3.9.0)
to avoid collinearity checks during imputation
- Update documentations
RfEmpImp 2.0.3
- Update documentation for initial CRAN release
- Add logo file
RfEmpImp 2.0.0
- Add support for imputation using predicting nodes of random forests
RfEmpImp 1.0.1
- First public release on GitHub
- Unit tests ready