Performance comparison of RF model with polynomial regression (with and without data shuffling).

<p>Performance comparison of RF model with polynomial regression (with and without data shuffling).</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Marwah Salman (22593380) (author)
مؤلفون آخرون:	David Siddle (7705256) (author), Yuan Gao (159945) (author)
منشور في:	2025
الموضوعات:	Microbiology Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified study builds upon spectrally efficient solution indicating limited generalization advanced ml tools rf ), outperforms prior study adopted friedman statistical test model &# 8217 optimum dc bias ofdm transmitted signal comprehensive data analysis ensemble learning algorithm polynomial regression model dc bias prediction ofdm based li regression model prediction model statistical properties machine learning lpa ), lazypredict algorithm commonly adopted model training unseen data data structure xlink "> systematically evaluate random forest previous approaches light fidelity hyperparameter tuning five iterations features affecting direct current deeper investigation bootstrap sampling
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