Machinet - System for Assisting Building of Machine Learning Model

Abstract

As the technology of Machine Learning and Artificial Intelligence are growing rapidly, problems associated with them are growing too. Although all research focuses on the AutoML which is basically a process automation technique for machine learning research. We are proposing a system named Machinet which assists machine learning practitioners(students, engineers, professors, etc) to find a suitable model in a bunch of available models, for their use case which gives them higher accuracy. Machinet is a software that facilitates the machine learning practitioners to test the accuracy of different machine learning models ( models selected based on their use case) on their dataset and build a selected model (based on test results) by tweaking different parameters according to their need to increase the accuracy or usability.