Mathematical Methods in Dynamical Systems

13Dynamical Approach to Forecast Decentralized Currency Exchange Value with Respect to Indian National Rupees

Bhubaneswari Mishra, S. Chakraverty and Rohtas Kumar

DOI: 10.1201/9781003328032-13

Contents

• 13.1 Introduction

• 13.2 Methodologies

  • 13.2.1 Machine Learning [8–9]

  • 13.2.2 Linear Regression [10]

  • 13.2.3 Regression Parameters [10]

  • 13.2.4 Polynomial Regression [6]

  • 13.2.5 Support Vector Regression [11–12]

  • 13.2.6 Root Mean Squared Error (RMSE)

  • 13.2.7 R Squared (R²)

  • 13.2.8 Mean Absolute Error (MAE)

• 13.3 Data Explanation

• 13.4 Experimental Design

• 13.5 Result and Discussion

  • 13.5.1 Linear Regression

  • 13.5.2 Polynomial Regression

  • 13.5.3 Support Vector Regression

• 13.6 Conclusion

• Acknowledgement

• References

13.1 INTRODUCTION

An artificial neural ...