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
6.85k stars 2k forks source link

Get list of available metric for problem type #8336

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

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

It would be nice to see what metrics are available for a specific problem type / instantiated model.

for example, if you ran a regression problem it would be nice to do:

{code} model.available_metrics()

["logloss","mse","rmse","mae","rmsle","deviance"]

{code}

h2o-ops commented 1 year ago

JIRA Issue Migration Info

Jira Issue: PUBDEV-7301 Assignee: New H2O Bugs Reporter: Lauren DiPerna State: Open Fix Version: N/A Attachments: N/A Development PRs: N/A