Initial Coin Offering Prediction Comparison Using Ridge Regression, Artificial Neural Network, Random Forest Regression, and Hybrid ANN-Ridge

Initial Coin Offering Prediction Comparison Using Ridge Regression, Artificial Neural Network, Random Forest Regression, and Hybrid ANN-Ridge

Can machine learning take a prediction to win an investment in ICO (Initial Coin Offering)? In this research work, our objective is to answer this question. Four popular and lower computational demanding approaches including Ridge regression (RR), Artificial neural network (ANN), Random fores...

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Bibliographic Details
Main Authors: Toai Kim Tran, Roman Senkerik, Hahn Thi Xuan Vo, Huan Minh Vo, Adam Ulrich, Marek Musil, Ivan Zelinka
Format: Article
Language:English
Published: Brno University of Technology 2023-12-01
Series:Mendel
Subjects:
Prediction
ICO
Multi-correlation
Ridge regression
Linear regression
Neural networks
Online Access:https://mendel-journal.org/index.php/mendel/article/view/282

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