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learning classifier » learning classifiers (Expand Search)
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learning classifier » learning classifiers (Expand Search)
largest decrease » larger decrease (Expand Search)
marked decrease » marked increase (Expand Search)
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Creating JAABA classifiers.
Published 2024“…Here, we used computational and machine-learning approaches to analyze complex behavioral interactions as mixed-sex groups of mice, <i>Mus musculus</i>, freely interacted. Mice displayed a rich repertoire of behaviors marked by changes in behavioral state, aggressive encounters, and mixed-sex interactions. …”
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Accuracy of multiple classifiers with a deep-learning-based feature set
Published 2025Subjects: “…Biological Sciences not elsewhere classified…”
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S1 File -
Published 2025“…Following the overexpression of miRNA 221 in myocardium, there was a marked alleviation of myocardial injury and cardiomyocyte apoptosis and necrosis, significant enhancement of left ventricular systolic function, and marked decrease in the levels of PLB, p-PLB (Ser16), p-PLB (Thr17), caspase 3 and Cyt C, as well as a significant decrease in total calcium levels in myocardium.…”
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The performance (F1) of 11 behavioral classifiers (models) and their corresponding Detection Thresholds.
Published 2024Subjects: “…Biological Sciences not elsewhere classified…”
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Confusion matrix for the proposed ensemble classifier.
Published 2025Subjects: “…Biological Sciences not elsewhere classified…”
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Logistic Classifier Confusion Matrix.
Published 2025“…The validated data is employed to train machine learning classifiers and deep learning algorithms, targeting a 27.25% enhancement in operational efficiency based on F1 score. …”
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