Tools for Information-Based Feature Selection
A toolbox of fast, native and parallel implementations of various information-based importance criteria estimators and feature selection filters based on them, inspired by the overview by Brown, Pocock, Zhao and Lujan (2012) <http://www.jmlr.org/papers/v13/brown12a.html>.
Contains, among other, minimum redundancy maximal relevancy ('mRMR') method by Peng, Long and Ding (2005) <doi:10.1109/TPAMI.2005.159>; joint mutual information ('JMI') method by Yang and Moody (1999) <http://papers.nips.cc/paper/1779-data-visualization-and-feature-selection-new-algorithms-for-nongaussian-data>; double input symmetrical relevance ('DISR') method by Meyer and Bontempi  (2006) <doi:10.1007/11732242_9> as well as joint mutual information maximisation ('JMIM') method by Bennasar, Hicks and Setchi (2015) <doi:10.1016/j.eswa.2015.07.007>.

Estimation, prediction and testing for analyzing serial dilution assay data using paired response curve.

Estimation, prediction and testing for analyzing serial dilution assay data (Fong and Yu 2015 <DOI:10.1080/19466315.2015.1093019>) using paired response curve, which is a model of the nonlinear functional relationship between experimental outcomes measured at two different dilutions.

Testing Workbench for Precision-Recall Curves
c(
person("Takaya", "Saito", email = "takaya.saito@outlook.com", role = c("aut", "cre")),
person("Marc", "Rehmsmeier", email = "marc.rehmsmeier@ii.uib.no", role = c("aut")))
A testing workbench for evaluating Precision-Recall curves under various conditions.
Takaya Saito [aut, cre],
Marc Rehmsmeier [aut]

A testing workbench for evaluating precision-recall curves under various conditions.

c(
person("Takaya", "Saito", email = "takaya.saito@outlook.com", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-0154-8452")),
person("Marc", "Rehmsmeier", email = "marc.rehmsmeier@ii.uib.no", role = c("aut"),
comment = c(ORCID = "0000-0002-5021-7721")))
A testing workbench to evaluate tools that calculate precision-recall curves.
Saito and Rehmsmeier (2015) <doi:10.1371/journal.pone.0118432>.