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Hands-On Machine Learning with R - MaRDI portal

Hands-On Machine Learning with R (Q5206307)

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scientific article; zbMATH DE number 7144643
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English
Hands-On Machine Learning with R
scientific article; zbMATH DE number 7144643

    Statements

    title
    Hands-On Machine Learning with R (English)
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    author
    Brad Boehmke
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    Brandon M. Greenwell
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    publication date
    18 December 2019
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    describes a project that uses
    LightGBM
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    FNN
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    mclust
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    Boruta
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    SuperLearner
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    glmnet
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    svmpath
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    randomForest
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    HDclassif
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    C4.5
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    Adam
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    keras
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    caretEnsemble
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    subsemble
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    e1071
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    AS 136
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    ranger
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    vtreat
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    xgboost
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    NbClust
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    XGBoost
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    DALEX
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    pdp
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    visdat
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    AmesHousing
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    rsample
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    tfruns
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    CatBoost
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    sparsepca
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    sure
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    ModelMetrics
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    dslabs
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    iml
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    R
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    Kernlab
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    earth
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    Scikit
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    TensorFlow
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    lime
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    Identifiers

    DOI
    10.1201/9780367816377
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    Mathematics Subject Classification ID
    68-01
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    62-01
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    68T05
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    zbMATH DE Number
    7144643
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    OpenAlex ID
    W2971797472
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