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mlr-org / mlr3pipelines

Dataflow Programming for Machine Learning in R
https://mlr3pipelines.mlr-org.com/
GNU Lesser General Public License v3.0
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mice package #762

Open mb706 opened 5 months ago

mb706 commented 5 months ago

mice.mids now supports newdata, so could be a pipeop

mb706 commented 1 month ago

mice() function: we should have all hyperparameters that are scalar, fixed length, length(ncol) but not length(nrow), since that should always be possible to change. The 'blocks' argument should also allow Selector functions.

Prediction seems to be difficult, see

I am not entirely convinced this is all there is, since predictions on the training set give different imputed values than the imputation from training. Is this an RNG thing?