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h2oai / h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
http://h2o.ai
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RuleFit coefficients are confusing if the target is not 0/1 binary #7473

Open exalate-issue-sync[bot] opened 1 year ago

exalate-issue-sync[bot] commented 1 year ago

Rulefit coefficients are misleading/confusing if the target is not a 0/1 binary. For example, if I am predicting "LOW"/"HI" what do the coefficients mean?

h2o-ops commented 1 year ago

JIRA Issue Details

Jira Issue: PUBDEV-8177 Assignee: Zuzana Olajcová Reporter: Megan Kurka State: Open Fix Version: N/A Attachments: N/A Development PRs: N/A