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bootstrap-aggregated (bagged) decision classification tree model with 100 individual trees  (MathWorks Inc)


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    MathWorks Inc bootstrap-aggregated (bagged) decision classification tree model with 100 individual trees
    Bootstrap Aggregated (Bagged) Decision Classification Tree Model With 100 Individual Trees, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/bootstrap+aggregation+bagging/pmc06440307-235-12-9
    Average 90 stars, based on 1 article reviews
    bootstrap-aggregated (bagged) decision classification tree model with 100 individual trees - by Bioz Stars, 2026-10
    90/100 stars

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    other:

    Article Title: Application of Hybrid ANN Techniques for Drought Forecasting in the Semi-Arid Region of India.
    Article Snippet: The intensity and frequency of diverse hydro-meteorological disasters viz., extreme droughts, severe floods, and cyclones have increasing trends due to unsustainable management of land and water resources, coupled with increasing industrialization, urbanization and climate change.. This study focuses on the forecasting of drought using selected Artificial Neural Network (ANN)-based models to enable decision-makers to improve regional water management plans and disaster mitigation/reduction plans.. Four ANN models were developed in this study, viz., one conventional ANN model and three hybrid ANN models: (a) Wavelet based-ANN (WANN), (b) Bootstrap based-ANN (BANN), and (c) Wavelet-Bootstrap based-ANN (WBANN).

    Article Title: A special role for anterior cingulate cortex, but not orbitofrontal cortex or basolateral amygdala, in choices involving information
    Article Snippet: For each bootstrap sample, we fitted a logistic regression model ( logit function in MATLAB) and estimated the OR for the predictor variable.

    Article Title: Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury.
    Article Snippet: Finally, we performed bootstrap aggregating in Matlab by removing 10 diffusion volumes from each animal and estimated all the diffusion metrics.

    Article Title: Anticipating social feedback involves basal forebrain and mesolimbic functional connectivity.
    Article Snippet: The values were nalyzed using one-tailed bootstrap one-sample t -tests in MATLAB with lpha levels adjusted for the number of comparisons in each ROI using onferroni-correction ( α = 0.05/4 = 0.0125).

    Article Title: Sleep homeostasis in lizards and the role of the cortex.
    Article Snippet: After loss of the corneal reflex, the animals were decapitated, and the brain was coronally sliced in an ice- cold oxygenated artificial cerebrospinal fluid (aCSF) consisting of (in mM) 27 NaCl, 26 NaHCO3, 1.6 KCl, 1.24 KH2PO4, 1.3 MgSO4, 2.4 CaCl2, and 10 D- glucose bubbled with carbogen gas (95% O2, 5% CO2) using a vibratome (VT1200, Leica Biosystems, Wetzlar, Germany).

    Article Title: Energy metabolism modulates the regulatory impact of activators on gene expression.
    Article Snippet: Bootstrapping was performed in MATLAB 10,000 times, and the mean value of D was calculated per bootstrap sample.

    Article Title: The Rab6 post-Golgi secretory pathway contributes to herpes simplex virus 1 (HSV-1) egress.
    Article Snippet: Standard error of the mean of categorical data was estimated by bootstrap resampling in MATLAB (Mathworks).

    Article Title: Differences in ankle neuromuscular control between the preferred speed and fixed speeds during walking
    Article Snippet: In brief, we generated 1000 surrogate data of Cxy( f ) using “bootstrap” in MATLAB by randomizing the phase spectrum of the EMG signals to draw an approximation to the null distribution, representing the absence of coherence [39].



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