TreeSHAP is a game theoretic approach to explain the output of
tree ensemble models in a high-speed fashion. This feature contains
new predictor nodes for every built-in tree ensemble model in
KNIME which can calculate the SHAP values. If you need enterprise
consulting with this extension, please contact me at morriskurz@gmail.com
Based on the work of https://github.com/slundberg/shap
Extension
TreeSHAP - Explainable Machine Learning in KNIME
Included nodes
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Legal
Copyright by Morris Kurz, morriskurz@gmail.com
The KNIME Nodes are free software: you can redistribute it and/or
modify it under the terms of the GNU General Public License as
published by the Free Software Foundation, either version 3 of
the License, or (at your option) any later version. The KNIME
Nodes are distributed in the hope that it will be useful, but
WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
or FITNESS FOR A PARTICULAR PURPOSE.
See the GNU General Public License for more details. You should
have received a copy of the GNU General Public License along
with the KNIME Nodes. If not, see <http://www.gnu.org/licenses/>.
Update site information
KNIME Community Extensions (Experimental), Version 4.7.0
http://update.knime.com/community-contributions/4.7
In case you can’t install the extension via drag & drop, please check that the update site is activated .