Fundamentals of Decision Trees in Machine Learning

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File List

  • Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/028 Bagging.mp4 101.39 MB
    Visit Coursedrive.org.url 124 B
    Fundamentals of Decision Trees in Machine Learning/ReadMe.txt 538 B
    Fundamentals of Decision Trees in Machine Learning/Visit Coursedrive.org.url 124 B
    Fundamentals of Decision Trees in Machine Learning/01 Introduction/001 Welcome.mp4 13.3 MB
    Fundamentals of Decision Trees in Machine Learning/01 Introduction/002 Introduction.mp4 20.85 MB
    Fundamentals of Decision Trees in Machine Learning/01 Introduction/003 Getting started.mp4 20.82 MB
    Fundamentals of Decision Trees in Machine Learning/01 Introduction/Must Read.txt 540 B
    Fundamentals of Decision Trees in Machine Learning/01 Introduction/Visit Coursedrive.org.url 124 B
    Fundamentals of Decision Trees in Machine Learning/01 Introduction/attached files/003 Ex-Files-MachineLearning-Trees.zip 76.06 KB
    Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/004 Decision tree options in SPSS Modeler.mp4 30.28 MB
    Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/005 Building CHAID model and add a second model with CRT.mp4 64.14 MB
    Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/006 Analysis nodes.mp4 26.75 MB
    Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/007 Lift and gains chart.mp4 38.83 MB
    Fundamentals of Decision Trees in Machine Learning/03 CHAID/008 Whats an algorithm.mp4 17 MB
    Fundamentals of Decision Trees in Machine Learning/03 CHAID/009 Chi-squared.mp4 28.83 MB
    Fundamentals of Decision Trees in Machine Learning/03 CHAID/010 Buliding a tree interactively.mp4 30.21 MB
    Fundamentals of Decision Trees in Machine Learning/03 CHAID/011 Bonferonni adjustment and level of measurement.mp4 64.6 MB
    Fundamentals of Decision Trees in Machine Learning/03 CHAID/012 CHAID.mp4 92.4 MB
    Fundamentals of Decision Trees in Machine Learning/04 CRT/013 Gini coefficient.mp4 21.3 MB
    Fundamentals of Decision Trees in Machine Learning/04 CRT/014 Understanding CRT.mp4 83.97 MB
    Fundamentals of Decision Trees in Machine Learning/04 CRT/015 The complete CRT tree.mp4 26.63 MB
    Fundamentals of Decision Trees in Machine Learning/04 CRT/016 Stopping rules in CHAID and CRT.mp4 47.22 MB
    Fundamentals of Decision Trees in Machine Learning/04 CRT/017 Improving your model.mp4 60.96 MB
    Fundamentals of Decision Trees in Machine Learning/05 QUEST/018 Understanding QUEST.mp4 6.59 MB
    Fundamentals of Decision Trees in Machine Learning/05 QUEST/019 How QUEST handles variables.mp4 72.22 MB
    Fundamentals of Decision Trees in Machine Learning/05 QUEST/020 How QUEST handles missing data.mp4 26.51 MB
    Fundamentals of Decision Trees in Machine Learning/05 QUEST/021 Pruning and stopping rules in QUEST.mp4 44.93 MB
    Fundamentals of Decision Trees in Machine Learning/05 QUEST/attached files/018 Ex-Files-ML-Adv-DecisionTrees.zip 873.26 KB
    Fundamentals of Decision Trees in Machine Learning/06 C5.0/022 ID3 and C4.5.mp4 16.1 MB
    Fundamentals of Decision Trees in Machine Learning/06 C5.0/023 Winnowing attributes and rule sets.mp4 63.06 MB
    Fundamentals of Decision Trees in Machine Learning/06 C5.0/024 Understanding information gain.mp4 24.86 MB
    Fundamentals of Decision Trees in Machine Learning/06 C5.0/025 Pruning in C5.0.mp4 77.41 MB
    Fundamentals of Decision Trees in Machine Learning/06 C5.0/026 How C5.0 handles missing data.mp4 15.27 MB
    Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/027 Ensembles.mp4 61.71 MB
    Course Downloaded from coursedrive.org.txt 538 B
    Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/029 Random forests.mp4 28.09 MB
    Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/030 Boosting.mp4 39.81 MB
    Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/031 Costs and priors.mp4 51.27 MB
    Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/ReadMe.txt 538 B
    Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/Visit Coursedrive.org.url 124 B

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