Closed-loop machine learning: reproduction and evaluation of phase a results

Abstract

This report aims to present an effort for reproducing phase A results of the Closed Loop Machine Learning project. The experimental method which has been used for testing ASE-Progol in phase A of the project is explained and the results based on this experimental method are reproduced. The performance of ASE-Progol is tested using the same testing strategy which has been used in the previous reports of the project. In addition, we have used a test strategy which uses a different test-set. The results of both test stratgies are presented and discussed.