Friedman statistic and p-value across iterations.

<div><p>The direct current (DC) in optical orthogonal frequency division multiplexing (DCO-OFDM) scheme is commonly adopted in light fidelity (Li-Fi) technology as it offers a spectrally efficient solution. A prior study adopted a machine learning (ML)-based solution to predict the optim...

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Bibliographic Details
Main Author:	Marwah Salman (22593380) (author)
Other Authors:	David Siddle (7705256) (author), Yuan Gao (159945) (author)
Published:	2025
Subjects:	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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Friedman statistic and p-value across iterations.

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