Machine Learning Techniques for Mobile devices- A Review

Abstract

Machine learning in a very broad sense denotes the acquisition of knowledge, skill and understanding by machine from guidance, experience or reflection. Machine learning is the study of computer algorithms, applying these algorithms machines improve automatically with experience. In other words it is the ability of the computer or mobile program to acquire or develop new knowledge or skills from examples for optimizing the performance. It is an emerging technology that helps in the discovery of rules and patterns in datasets. This field has evolved from the field of Artificial Intelligence, which aims to imitate intelligent abilities of humans by machines. The advent of Mobile technology has fostered development of Machine learning. This paper presents a review on machine learning and presents a brief study on different machine learning techniques along with their applications on mobile devices. It also presents an overview of performance related parameters of machine learning techniques useful for mobile devices.