AVATAR -- Machine Learning Pipeline Evaluation Using Surrogate Model

Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial +2

The evaluation of machine learning (ML) pipelines is essential during automatic ML pipeline composition and optimisation. The previous methods such as Bayesian-based and genetic-ba…