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bootstrap aggregation “bagging” of decision trees model  (MathWorks Inc)


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    MathWorks Inc bootstrap aggregation “bagging” of decision trees model
    Bootstrap Aggregation “Bagging” Of Decision Trees Model, 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/pm34021788-125-25-35
    Average 90 stars, based on 1 article reviews
    bootstrap aggregation “bagging” of decision trees model - by Bioz Stars, 2026-10
    90/100 stars

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    other:

    Article Title: Predicting blood loss volume in a canine model of hemorrhagic shock using arterial waveform machine learning analysis.
    Article Snippet: Human compensatory reserve measurement ML model In addition to the hCRM-DL model, the investigators also evaluated the canine datasets using a simpler hCRM-ML, which was recently developed.12 The hCRM-ML model uses an ensemble-bagged decision tree model with an 8-leaf size and 30 learners, developed using the MATLAB Regression Learner toolbox.

    Article Title: Modelling 30-day hospital readmission after discharge for COPD patients based on electronic health records.
    Article Snippet: It is also noted that the missing data problem in the training dataset can be automatically handled by the decision tree model (e.g., “fitctree” in MATLAB environment).

    Article Title: Enhancement and Machine Learning-Based Prediction of Tribological Properties of PC/PBT/GNPs Nanocomposites
    Article Snippet: In this work, the decision tree model was employed using the CART (Classification Regression Tree) algorithm via the fitrtree function of MATLAB.

    Article Title: Predicting the amino group pKa of amino acids using machine learning-QSPR methods
    Article Snippet: Amino acids are one of the main building blocks of proteins, and because of this connection and their main role in biochemistry, they are of great interest in pharmaceutical industries today.. In nature, there are approximately 300 amino acids, out of which 20 are present in the human body and are responsible for protein synthesis.. As a result, amino acids are widely used in various fields such as biological sciences, chemistry, medicine, and various industries.

    Biomarker Discovery:

    Article Title: Enhancing Quality and Reducing Wastage in ATN Soap Industry Peshawar Using Six Sigma and Artificial Intelligence (AI)
    Article Snippet: .. When it comes to the decision tree model created using MATLAB Classification Learner Toolbox, cross-fold validation played a crucial role in confirming its accuracy and dependability across various subsets of the dataset. ..



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