Vol. 22 No. Special Issue 2 (2023): Mapana-Journal of Sciences
Research Articles

A Forecasting Model of Predicting Cryptocurrency Price

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  • Vignesh Ramamoorthy H,
  • Spelmen Vimalraj Santhanam,
  • V. Vibithrapriya,
  • R.G. Harshini
Vignesh Ramamoorthy H
Assistant Professor, Department of IT & Cognitive Systems, Sri Krishna Arts and Science College, Coimbatore.
Spelmen Vimalraj Santhanam
Assistant Professor, Department of IT & Cognitive Systems, Sri Krishna Arts and Science College, Coimbatore
V. Vibithrapriya
PG Student, Dept of IT & Cognitive Systems, Sri Krishna Arts and Science College, Coimbatore, India
R.G. Harshini
PG Student, Dept of IT & Cognitive Systems, Sri Krishna Arts and Science College, Coimbatore, India
DOI: https://doi.org/10.12723/mjs.sp2.15

Published 2023-12-27

Keywords

  • Cryptocurrency,
  • Bitcoin,
  • Forecasting,
  • Bagging,
  • Linear Regression,
  • SVM
    • ...More
    Less

Copyright (c) 2023

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Abstract

Nowadays the quest for electronic payments has created a huge ambit among academicians and businesspeople. At the same time, transactions are repressed because of the intervention of third parties. To overcome this situation, the great as well as the puzzling imposter arose which is now the area of interest called cryptocurrency. Bitcoins, Ethereum, and ripple are some embodiments of cryptocurrency. Investors do not always have a bed of roses with cryptocurrency as the frequent oscillation of prices is hard to forecast. The paper here deals with the forecasting of cryptocurrency prices by using data mining algorithms such as Bagging, K-NN, Linear Regression, and Support Vector Machine. The outcome specifies the accuracy value gained from the cryptocurrency forecasting model from which we can predict the price of the cryptocurrency.

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