Tree Ensemble Classifier

TreeEnsembleClassifierTrait provides a trait definition for tree ensemble classification problem.

use orion::operators::ml::TreeEnsembleClassifierTrait;

Data types

Orion supports currently only fixed point data types for TreeEnsembleClassifierTrait.

Data type	dtype
Fixed point (signed)	TreeRegressorTrait<FP8x23 | FP16x16 | FP64x64 | FP32x32>

How to construct TreeEnsembleClassifier

You can utilize this notebook to translate parameters from your ONNX TreeEnsembleClassifier model into Cairo code. Efforts are underway to integrate this functionality into Giza-CLI, aiming to enhance the user experience.

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function	description
tree_ensemble_classifier.predict	Returns the top class for each of N inputs.