Christoph Molnar

Links are not highlighted

2

All the links are with the same style as the normal text. This is coming from the dcTemplate: https://github.com/karthik/dcTemplate/blob/master/inst/rmarkdown/templates/dc_lesson_template/resources/style.css Not sure if you want it like that, but I found...

Fix this test as FriedScale signature has changed.

http://statweb.stanford.edu/~jhf/r-rulefit/RuleFit_help.html#rulefit

http://statweb.stanford.edu/~jhf/r-rulefit/RuleFit_help.html#rulefit

see p. 12, equations 30 and 31 of [the paper (PDF)](http://statweb.stanford.edu/~jhf/ftp/RuleFit.pdf)

Add relevance/importance measurements of predictors

1

(see p. 12, equations 28 and 29 of [the paper (PDF)](http://statweb.stanford.edu/~jhf/ftp/RuleFit.pdf))

Implement interaction effect measures

2

interact: overall strengths of interaction effects for selected variables http://statweb.stanford.edu/~jhf/r-rulefit/RuleFit_help.html#rulefit

Add new functions that hide R6 and wraps both Predictor and e.g. FeatureEffect feature_imp(model, data, features, ...) feature_effect(...