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AutoML Compare Models

v1.0.0

Cross-validate several models on labeled data and rank them on a leaderboard.

Machine Learning Docker kernel pip: scikit-learnpip: xgboostpip: lightgbmpip: pandaspip: matplotlib No flagged operations
AutoML Compare Models screenshot 1 AutoML Compare Models screenshot 2 AutoML Compare Models screenshot 3 AutoML Compare Models screenshot 4

What it does

This node compares different ml models to enable automatic selection and analysis which model to use. Supports both classification and regression problems. Includes automatic generated graphs.

Inputs

Training data

Settings

Define which columns should be used for prediction, which column contains the output and define the models and comparisons that should be done.