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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XGBoost consistently crashing Java process when using gblinear booster #12734

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

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

Running a xgboost grid search with booster as hyperparameter: bq. booster = ['gbtree', 'gblinear', 'dart']

Backend systematically crashes as soon as the booster is set to 'gblinear'. cf. attached logs

hasithjp commented 1 year ago

JIRA Issue Migration Info

Jira Issue: PUBDEV-5882 Assignee: New H2O Bugs Reporter: Sebastien Poirier State: Open Fix Version: N/A Attachments: Available (Count: 1) Development PRs: N/A

Attachments From Jira

Attachment Name: xgboost_gblinear_crash.log Attached By: Sebastien Poirier File Link:https://h2o-3-jira-github-migration.s3.amazonaws.com/PUBDEV-5882/xgboost_gblinear_crash.log