International Journal of All Research Education & Scientific Methods

An ISO Certified Peer-Reviewed Journal

ISSN: 2455-6211

Latest News

Visitor Counter

Prediction of Stock Prices Using Artificial N...

You Are Here :
> > > >
Prediction of Stock Prices Using Artificial N...

Prediction of Stock Prices Using Artificial Neural Networks

Author Name : Sneh Saini, Dr. R R Laxmi, Dr. N.P. Singh

ABSTRACT  This paper presents prediction of stock prices using Artificial Neural Network (“ANN”) approach, its characteristics, classification and uses of Applications are precisely elaborated. To showcase the application of ANN, stock price of State Bank of India is taken for training and validation of data. Experimental results were obtained on stock prices using Zero-based Log-Sigmoid, Threshold, Hyperbolic Tangent, Bipolar-Sigmoid and Log-Sigmoid functions of activation functions of ANN on neuro excel predictor software based for 3 hidden layers. Finally results obtained were compared with actual data for selecting best fit on the basis of statistical tests i.e. MAE, MAPE, MSE, RMSE, RAE and RRSE which has minimum value and more votes.