A Survey on Machine Learning Approaches and Its Techniques:

Rincy N. Thomas, R. Gupta

20202020 IEEE International Students' Conference on Electrical,Electronics and Computer Science (SCEECS)96 citationsDOI

Abstract

With the data and information is available at a tremendous rate, there is a need for machine learning approaches. Machine learning, it analyses the study and constructs the algorithms by making prediction on data. It builds model from the inputs to make the decisions or predictions. Machine learning algorithms it assists in bridging the gap of understanding. In this literature we investigate different machine learning approaches and its techniques.

Topics & Concepts

Computer scienceMachine learningBridging (networking)Artificial intelligenceOnline machine learningComputational learning theoryInstance-based learningActive learning (machine learning)Computer networkData Stream Mining TechniquesAnomaly Detection Techniques and ApplicationsImbalanced Data Classification Techniques