GRENZE International Journal of Engineering and Technology
Vol. 8
(2022), Issue 1
Efficient Stock Prediction Technique using ML
Authors
Hemachanderen R P, Akash S, Sanjay Roshan R, Sangeerani Devi A, S.Hemavathi
Abstract
Stock market prediction helps people to determine the future movement of the stock value of a financial exchange. The Predicting method should have high accuracy and be effective in predicting the stock. Most of the Prediction System will not have high accuracy as they use some unsuitable Algorithms. Our Goal is to make a Stock predicting System which predicts the stock with high accuracy and in an effective way. We have used a Machine learning Algorithm called Support Vector Machine (SVM). This Algorithm gives higher accuracy in predicting stocks. We will Collect the stock Datasets of previous years and then the Preprocessing will be done. Data cleaning, Data transformation, Data selection comes under the Pre-Processing. After this process inputs will be passed to the Support Vector Machine (SVM) Algorithm and finally the prediction will be done.
Pages:
487 - 490