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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glm: glm hangs for attached dataset #15331

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

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

data attached-

{code:java} buildModel 'glm', {"model_id":"glm-0060b235-2f87-44db-862e-016fde378037","training_frame":"data","nfolds":0,"response_column":"y","ignored_columns":[],"ignore_const_cols":true,"family":"poisson","tweedie_variance_power":0,"tweedie_link_power":1,"solver":"IRLSM","alpha":[],"lambda":[0],"lambda_search":false,"nlambdas":100,"standardize":true,"non_negative":false,"fold_assignment":"AUTO","score_each_iteration":false,"compute_p_values":true,"max_iterations":-1,"link":"family_default","balance_classes":false,"max_confusion_matrix_size":20,"max_hit_ratio_k":10,"keep_cross_validation_predictions":false,"intercept":true,"objective_epsilon":0.00001,"beta_epsilon":0.0001,"gradient_epsilon":0.0001,"prior":-1,"lambda_min_ratio":-1,"max_active_predictors":-1,"class_sampling_factors":[],"max_after_balance_size":5}

{code}

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

Nidhi Mehta commented: on master : ba923699d08e7154b6501dff4f7b81cc8855c979 works fine now-

{code:java} From H2O - residual_deviance 423.628772 null_deviance 122574245472.241974 AIC 5802.698031 null_degrees_of_freedom 982 residual_degrees_of_freedom 782

gg2 =glm(y~.,family = "poisson",data = data) Degrees of Freedom: 982 Total (i.e. Null); 782 Residual (17 observations deleted due to missingness) Null Deviance: 1.226e+11 Residual Deviance: 423.6 AIC: 5803 {code}

DinukaH2O commented 1 year ago

JIRA Issue Migration Info

Jira Issue: PUBDEV-2425 Assignee: Tomas Nykodym Reporter: Nidhi Mehta State: Resolved Fix Version: N/A Attachments: Available (Count: 1) Development PRs: N/A

Attachments From Jira

Attachment Name: data.csv Attached By: Nidhi Mehta File Link:https://h2o-3-jira-github-migration.s3.amazonaws.com/PUBDEV-2425/data.csv