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Task$set_col_roles() and Task$set_row_roles() are now deprecated.
Instead it is recommended for now to work with the lists Task$col_roles and Task$row_roles directly.
Learner$predict_newdata() now works without argument task if the learner
has been fitted with Learner$train() (#375).
Names of column roles have been unified ("weights", "label", "stratify" and "groups" have been renamed).
Replaced MeasureClassifF1 with MeasureClassifFScore and fixed a bug in the
F1 performance calculation (#353). Thanks to @001ben for reporting.
Stratification is now controlled via a task column role (was a parameter of
class Resampling before).
Added a S3 predict() method for class Learner to increase
interoperability with other packages.
Many objects now come with a $help() which opens the respective manual page.