Commit Graph
2 Commits
Author SHA1 Message Date
Scott Lundberg d878c36c84 Add SHAP interaction effects, fix minor bug, and add cox loss (#3043)
* Add interaction effects and cox loss

* Minimize whitespace changes

* Cox loss now no longer needs a pre-sorted dataset.

* Address code review comments

* Remove mem check, rename to pred_interactions, include bias

* Make lint happy

* More lint fixes

* Fix cox loss indexing

* Fix main effects and tests

* Fix lint

* Use half interaction values on the off-diagonals

* Fix lint again
2018-02-07 20:38:01 -06:00
Scott Lundberg 78c4188cec SHAP values for feature contributions (#2438)
* SHAP values for feature contributions

* Fix commenting error

* New polynomial time SHAP value estimation algorithm

* Update API to support SHAP values

* Fix merge conflicts with updates in master

* Correct submodule hashes

* Fix variable sized stack allocation

* Make lint happy

* Add docs

* Fix typo

* Adjust tolerances

* Remove unneeded def

* Fixed cpp test setup

* Updated R API and cleaned up

* Fixed test typo
2017-10-12 12:35:51 -07:00