A menagerie of machine learning utilities.

Currently implements k_fold learning and k_fold comparative performance plots via Real.

It is likely that bootstrapping will be added soon and also a couple of additional types of comparative plots.

Pack info

author

- nicos angelopoulos

version

- 0.1 2016/3/5

- 0.2 2017/3/11

- 0.3 2021/12/31

- 0.4 2022/1/2

- 0.5 2022/12/29

See also

- http://stoics.org.uk/~nicos/sware/mlu

- http://stoics.org.uk/~nicos/sware/mlu/doc/html/mlu.html

- pack(mlu/examples/stoic.pl)

 mlu_version(-Version, -Date)

Current version and release date for the library.

?- mlu_version( V, D ).
V = 0:5:0,
D = date(2022, 12, 29).

Undocumented predicates

The following predicates are exported, but not or incorrectly documented.

 k_fold_pairwise_comparisons(Arg1, Arg2, Arg3, Arg4, Arg5, Arg6)

 k_fold_pairwise_predictions(Arg1, Arg2, Arg3, Arg4, Arg5, Arg6)

 k_fold_segments(Arg1, Arg2, Arg3, Arg4)

 mlu_sample(Arg1, Arg2, Arg3, Arg4)

 mlu_sample(Arg1, Arg2, Arg3, Arg4, Arg5)

 mlu_frequency_plot(Arg1, Arg2)

 mlu_errors