package cpm
The Classification and Regression Performance Metrics library
Install
Dune Dependency
Authors
Maintainers
Sources
v12.0.0.tar.gz
sha256=7bea290c9144ee537ac77fe2c7842191260d6a01d48b8bc014013825c7a1ba33
md5=ee6aa06ce592ff6095299b45632a396a
Description
For classification/ranking: ROC AUC, BEDROC AUC, Enrichment Factor, Robust Initial Enhancement, Power Metric, Matthews' Correlation Coefficient, Platt scaling.
For regression: Root Mean Squared Error, Mean Absolute Error, r^2 coefficient of determination, Raw Regression Error Characteristic Curve.
Also features a TopKeeper module; to keep in memory the top 'k' scored items when dealing with very large datasets.
Published: 29 Oct 2020
Dev Dependencies
None
Used by (15)
-
hts_shrink
>= "3.0.1" -
lbvs_consent
>= "1.1.3" - linwrap
- mmo
-
molenc
>= "7.0.1" - odnnr
- omlr
- oplsr
- oranger
- orf
-
orrandomForest
>= "2.0.1" - orsvm_e1071
- orxgboost
- rankers
- svmwrap
Conflicts
None
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