machine learning toolbox version 12 2 (MathWorks Inc)

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MathWorks Inc machine learning toolbox version 12 2
Machine Learning Toolbox Version 12 2, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 2368 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/machine+learning+toolbox+version+12+2/Statistics+and+Machine+Learning+Toolbox/pmc12079199-87-14-19
Average 96 stars, based on 2368 article reviews

machine learning toolbox version 12 2 - by Bioz Stars, 2026-11

96/100 stars

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Comparison:

Article Title: Experimental evaluation, backpropagation neural network prediction and bibliometric analysis of bioelectricity production from agricultural wastes by microbial fuel cell.
Article Snippet: In this study, a two-stage bioprocess combining enzymatic hydrolysis and a 4 microbial fuel cell (MFC) was established to evaluate electricity generation from three 5 agricultural wastes (mushroom sticks, rice husks and bamboo shavings).. The highest 6 glucose concentration of 4 g/L was obtained in the mushroom sticks hydrolysate.. 7 However, rice husk hydrolysate produced the highest power density of 26.02 mW/m at 8 a current density of 29.45 mA/m.

Sensitivity:

Article Title: Longitudinal Multi-Batch Characterisation of Beer Wort Fermentation Foam Using Image-Based Semantic Segmentation.
Article Snippet: .. The linear mixed-effects sensitivity analysis described below was fitted in MATLAB R2024a with fitlme (Statistics and Machine Learning Toolbox version 24.1), so the statistical analysis reported here used both environments. ..

Analysis:

Article Title: An amygdala-mediated simulation-to-decision cascade aligns interbrain dynamics to solve social dilemmas.
Article Snippet: Mutual cooperation (MC) requires independent decision-makers to coordinate under uncertainty about each other’s intentions.. Using simultaneous intracranial electroencephalography from epilepsy–patient dyads playing a real-time iterated prisoner’s dilemma, we identified neurocognitive mechanisms that enable interacting brains to align during mutual cooperation.. Amygdala interbrain representational alignment (IBRA), similarity in fine-grained neural spectral patterns across partners, emerged selectively during MC and predicted trial-by-trial outcomes.

other:

Article Title: Feature-Based Machine-Learning Spike Marking in Signal and Source Space EEG: A Proof-of-Principle Case Study of Focal Epilepsy.
Article Snippet: All analyses were performed in MATLAB R2025b using FieldTrip (https://www.fieldtriptoolbox.org) [32], the Signal Processing Toolbox (accessed on 2 September 2026) (https://www.mathworks.com/products/ signal.html), the Statistics and Machine Learning Toolbox (accessed on 2 September 2026) (https://www.mathworks.com/products/statistics.html) and some custom scripts.

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