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Light GBM Binary Classifier

The Light GBM classifier trains a model using a gradient boosting decision tree binary classification method.

Inputs

NameIDDescriptionType
Number of LeavesLeavesThe max number of leaves in each tree.Integer
Number of IterationsIterationsThe number of boosting iterations. A new tree is created in each iteration, so this is equivalent to the number of trees.Integer
Minimum Example Count Per LeafCountThe minimal number of data points required to form a new tree leaf.Integer
Learning RateLearningThe shrinkage rate for trees, used to prevent over-fitting.Number

Outputs

NameIDDescriptionType
Trainer TypeTrainer TypeThe trainer used for machine learning problems.Generic

Video Tutorials

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