H2O Binomial Scorer.

[mlauber71]

@somnathdas76 not sure what the question is, you can change the name of the output column and you can get the scores.

Decision tree learner seems to be overfitting

@akhtarameen the Decision tree of @aworker does a wonderful job. I wanted to see what else is possible so I took it up a notch. H2O.ai and XGBoost are able to do an even slighly better job with more correct classification (on the test set). [image] Admitteldly H2O.ai would add a further level of complication since it would use an ensemble of models to predict the outcome. If you data would differ over time very complicated models might also be less robust than a tree model. But from my expe…

Maybe if you want to have more examples of ML models with explanations you could check out this:

Knime-based machine learning course?

First there is the ML learning part of the official course of KNIME https://www.knime.com/knime-introductory-course/chapter6 Then you could check out the KNIME press if you like more reading about things: This entry could also be relevant for you. It will also point you to the (free) Udemy course which also has a part on machine learning: Then well I will point you to two entries about some automatic machine learning with the help of KNIME and R or Python an H2O.ai since I think this wil…