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Refactored experiments module to remove unnecessary child processes,
and greatly simplify ablation code. This should fix issues #73 and #49.
Deprecated run_ablation function, as its functionality has been folded
into run_configuration.
Removed ability to run multiple configuration files in parallel, since
this lead to too many processes being created most of the time.
Added ability to run multiple ablation experiments from the same
configuration file by adding support for multiple featuresets.
Added min_feature_count value to results files, which fixes #62.
Added more informative error messages when we run out of memory while
converting things to dense. They now say why something was converted to
dense in the first place.
Added option to skll_convert for creating ARFF files that can be used
for regression in Weka. Previously, files would always contain non-numeric
labels, which would not work with Weka.
Added ability to name relation in output ARFF files with skll_convert.
Added class_map setting for collapsing multiple classes into one
(or just renaming them). See the run_experiment documentation for details.
Added warning when using SVC with probability flag set (#2).
Made logging much less verbose by default and switched to using QueueHandler and QueueListener instances when dealing with
multiple processes/threads to prevent deadlocks (#75).
Added simple no-crash unit test for all learners. We check results with
some, but not all. (#63)