Add ability to label observations that match rules in RuleFit

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.

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Add ability to label observations that match rules in RuleFit #7251

Closed exalate-issue-sync[bot] closed 1 year ago

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

Use would like to know which observations.

Example, if rule 1 is “A>5 and B<10”, function can create “rule_1_flag”, like below:

|row ID|A|B|rule_1_flag| |1|1|30|0| |2|10|5|1| |3|15|5|1| |4|10|20|0| |5|1|5|0|

It may be useful to have RuleFit supported for H2O function: h2o.predict_leaf_node_assignment(model, dataset) and then create additional feature/option to select rule to flag.

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

Zuzana Olajcová commented: Resolved in [https://github.com/h2oai/h2o-3/pull/5896|https://github.com/h2oai/h2o-3/pull/5896|smart-link]

h2o-ops-ro commented 1 year ago

JIRA Issue Details

Jira Issue: PUBDEV-8408 Assignee: Zuzana Olajcová Reporter: Neema Mashayekhi State: Resolved Fix Version: 3.34.0.5 Attachments: N/A Development PRs: Available

h2o-ops-ro commented 1 year ago

Linked PRs from JIRA

https://github.com/h2oai/h2o-3/pull/5896