Distributed Stacking Inference

Real-time Stacking Ensemble Model inference

스태킹 앙상블 모델의 실시간 분산 추론

stacking-model

Stacking: Stacked generalization

– 앙상블 모델의 예측값을 가지고 새로운 메타 모델(meta learner)을 학습시켜 최종 예측 모델을 만드는 방법.

Implementation: Python, TensorFlow

[reference]

• (eng) https://machinelearningmastery.com/stacking-ensemble-for-deep-learning-neural-networks/
• (kor) https://lsjsj92.tistory.com/558 https://lsjsj92.tistory.com/559 https://inspiringpeople.github.io/data%20analysis/Ensemble_Stacking/

storm-stacking

Apche Storm

– Open source distributed realtime computation system.

Implementation: Java