Distributions of feature values in generalizing and non-generalizing features. (

<p><b>a)</b> Distributions of values for a feature which achieved significant classification accuracy across all datasets (f1, NL_BoxCorrDim_50_ac_5_minr13, related to the concept of a fractal dimension, with the greatest weighted average performance across datasets, 64%) against o...

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Hlavní autor:	Angus Leung (10204592) (author)
Další autoři:	Ahmed Mahmoud (745253) (author), Travis Jeans (675779) (author), Ben D. Fulcher (12451893) (author), Bruno van Swinderen (263663) (author), Naotsugu Tsuchiya (143920) (author)
Vydáno:	2025
Témata:	Medicine Cell Biology Genetics Neuroscience Physiology Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified local field potentials known potential markers four independent groups even slight variations equally promising candidates different research fields certain frequency bands relatively simple brain series features originating series features correlate wakefulness remained correlated drosophila melanogaster </ div >< p consciousness remain elusive many known features interpret identified features >), extracting features generalize across datasets series features related quality neural recordings fly brain (< sleep across flies series features generalize across fly brain spectral features neural mechanisms evaluation datasets nalysis (< flies (< theoretical priors theoretical justifications stage 2 stage 1 spectral power second issue results caution registered report reduce generalizability recordings obtained previous studies originally blinded n </ maximally agnostic massive library longer timescale ime -< ignored due hctsa </ h </
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Distributions of feature values in generalizing and non-generalizing features. (

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