Summary of classification algorithms. by Stephen R. Piccolo (8367780)

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Classification algorithm hyperparameter combinations. by Stephen R. Piccolo (8367780)

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Relative classification performance per combination of feature-selection and classification algorithm. by Stephen R. Piccolo (8367780)

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Library of the 55 different classification and regression machine-learning algorithms used by the ensemble predictor SuperLearner (SL.library) in the CBDA 2.0 implementation. by Simeone Marino (81051)

Comparison of ranks for classification algorithms across performance metrics. by Stephen R. Piccolo (8367780)

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Tradeoff between execution time and predictive performance for classification algorithms. by Stephen R. Piccolo (8367780)

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Versions of the core libraries used in this work. by Shuvo Biswas (21728782)

Summary of feature-selection algorithms. by Stephen R. Piccolo (8367780)

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Feature-selection algorithm hyperparameter combinations. by Stephen R. Piccolo (8367780)

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Relative performance of classification algorithms using gene-expression and clinical predictors and performing feature selection. by Stephen R. Piccolo (8367780)

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Hi-C read-pair classifications. by Matthew Z. DeMaere (6404834)

Improved support vector machine classification algorithm based on adaptive feature weight updating in the Hadoop cluster environment by Jianfang Cao (1881379)

“…<div><p>An image classification algorithm based on adaptive feature weight updating is proposed to address the low classification accuracy of the current single-feature classification algorithms and simple multifeature fusion algorithms. …”

Serum Protein Fishing for Machine Learning-Boosted Diagnostic Classification of Small Nodules of Lung by Mengjie Wang (436531)

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Serum Protein Fishing for Machine Learning-Boosted Diagnostic Classification of Small Nodules of Lung by Mengjie Wang (436531)

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Serum Protein Fishing for Machine Learning-Boosted Diagnostic Classification of Small Nodules of Lung by Mengjie Wang (436531)

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Serum Protein Fishing for Machine Learning-Boosted Diagnostic Classification of Small Nodules of Lung by Mengjie Wang (436531)

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Serum Protein Fishing for Machine Learning-Boosted Diagnostic Classification of Small Nodules of Lung by Mengjie Wang (436531)

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Top 50 genes according to average rank across feature-selection algorithms for GSE10320 and GSE46691. by Stephen R. Piccolo (8367780)

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Melanoma Skin Cancer Detection Using Deep Learning Methods and Binary GWO Algorithm by Hussein Ali Bardan (21976208)

“…In this work, we propose a novel framework that integrates </p><p dir="ltr">Convolutional Neural Networks (CNNs) for image classification and a binary Grey Wolf Optimization (GWO) </p><p dir="ltr">algorithm for feature selection. …”

Relative predictive performance when using default algorithm hyperparameters and all features vs. tuning hyperparameters or selecting features. by Stephen R. Piccolo (8367780)

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