Open Access Open Access  Restricted Access Subscription Access
Open Access Open Access Open Access  Restricted Access Restricted Access Subscription Access

Supervised Learning Techniques in Big Data:A New Perspective


Affiliations
1 Department of Computer Science, St. Joseph College, Trichy, India
     

   Subscribe/Renew Journal


Big data is an emerging technology, which enables to determine the facts from various repositories using analytics. In an earlier stage, the researchers are not able to handle huge amount of data. The various techniques are employed for finding the accuracy of huge amount of data. In this context, a machine learning technique helps to predict the information from big data repositories. In machine learning techniques, there are supervised, semi-supervised and unsupervised learning schemes are used to predict the information. In this paper, supervised techniques and their issues are considered for the discussion in various applications of big data.

Keywords

Big Data, Supervised Classification, Decision Tree, Support Vector Machine.
User
Subscription Login to verify subscription
Notifications
Font Size

Abstract Views: 283

PDF Views: 2




  • Supervised Learning Techniques in Big Data:A New Perspective

Abstract Views: 283  |  PDF Views: 2

Authors

S. Charles
Department of Computer Science, St. Joseph College, Trichy, India
D. Charles Raj
Department of Computer Science, St. Joseph College, Trichy, India

Abstract


Big data is an emerging technology, which enables to determine the facts from various repositories using analytics. In an earlier stage, the researchers are not able to handle huge amount of data. The various techniques are employed for finding the accuracy of huge amount of data. In this context, a machine learning technique helps to predict the information from big data repositories. In machine learning techniques, there are supervised, semi-supervised and unsupervised learning schemes are used to predict the information. In this paper, supervised techniques and their issues are considered for the discussion in various applications of big data.

Keywords


Big Data, Supervised Classification, Decision Tree, Support Vector Machine.