학술논문

Novel Technique for Prediction Analysis in Data Mining
Document Type
Conference
Source
2018 International Conference on Inventive Research in Computing Applications (ICIRCA) Inventive Research in Computing Applications (ICIRCA), 2018 International Conference on. :762-766 Jul, 2018
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Data mining
Classification algorithms
Clustering algorithms
Support vector machines
Prediction algorithms
Euclidean distance
Backpropagation
Prediction analysis
SVM
Back propagation
Language
Abstract
The data mining is the technique which is applied to extract useful information from the rough data. The prediction analysis is the technique which is applied to prediction future values from the current data. This research is based on the prediction analysis using techniques of classification. In the existing technique, SVM classifier is applied for the prediction analysis. In the proposed technique SVM classifier is improved using back propagation algorithm. The proposed method is applied in MATLAB and results are analyzed in terms of accuracy and execution time.