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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
Apache License 2.0
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Write a demo/blog about using ordinal regression. #12378

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

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

Megan Kurka suggested that we should do a tutorial/blog posts with ordinal regression. Here are the datasets recommended by her:

Credit Card Data: https://s3.amazonaws.com/h2o-training/events/ibm_index/CreditCard_Cat-train.csv Response Column = EDUCATION

Lending Club Data: in h2o-3/bigdata/laptop/lendingclub/ folder Response Column = grade

Bank data: https://s3.amazonaws.com/h2o-public-test-data/smalldata/demos/bank-additional-full.csv Response column: education

hasithjp commented 1 year ago

JIRA Issue Migration Info

Jira Issue: PUBDEV-5514 Assignee: Wendy Reporter: Wendy State: Open Fix Version: N/A Attachments: N/A Development PRs: N/A