rahlk / Research

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Open rahlk opened 7 years ago

rahlk commented 7 years ago

Validating XTREE Rules

Solved several problems with using causality in SE
- Discrete distribution
- Multivariate relations
Using underlying causal relationships to validate rules generated by XTREEs
Generate a Causal Dependency graph using the PC-stable algorithm.

ant_3

ivy_8

lucene_16

poi_19

jedit_12

rahlk commented 7 years ago

Discretization strategy matters.
Bugs must not be Boolean.
Sampling strategy matters Ant 1.3
Ant 1.3 and 1.4 Ant 1.3, 1.4, and 1.5 Ant 1.3, 1.4, 1.5, and 1.6