rikhuijzer/SIRUS.jl

Diff since v1.1.2

Closed issues:

• Use L2 (Ridge) for determining weights (#7)
• Ensure that weights sum to one (#6)
• Regression is not implemented yet (#13)
• Multiclass-classification is not implemented yet (#15)
• Optimize the rule removal step by filtering flipped versions (#21)

Merged pull requests:

• Update test dependencies (#12) (@rikhuijzer)
• Move cutpoints in separate module (#14) (@rikhuijzer)
• Implement regression (#16) (@rikhuijzer)
• Implement StableForestRegressor (#17) (@rikhuijzer)
• Replace Probabilities by LeafContent and define StableRulesRegressor (#18) (@rikhuijzer)
• Document the rules extraction and refactor (#19) (@rikhuijzer)
• Add a test for a bug in the rule extraction (#20) (@rikhuijzer)
• Make rule removal depend on gap in output (#22) (@rikhuijzer)
• Also sort by rule frequency (#23) (@rikhuijzer)
• Implement and test multiclass-classification (#26) (@rikhuijzer)