Comparative Analysis of Regression Models for Stock Price Prediction: Linear, Support Vector, Polynomial, and Lasso
This paper investigates the performance of various regression-based machine learning techniques for short-term stock price prediction. Four regression algorithms – linear regression, support vector regression (SVR), polynomial regression and LASSO regression – were applied to Apple Inc’s historical...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Institutul de Studii Financiare
2024-11-01
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| Series: | Revista de Studii Financiare |
| Subjects: | |
| Online Access: | https://revista.isfin.ro/wp-content/uploads/2024/11/9.-Rusu-S.-et..pdf |
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