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Fundamentals of Decision Trees in Machine Learning

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File Name
Size
Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/028 Bagging.mp4
101 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 MB
Fundamentals of Decision Trees in Machine Learning/01 Introduction/002 Introduction.mp4
21 MB
Fundamentals of Decision Trees in Machine Learning/01 Introduction/003 Getting started.mp4
21 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 kB
Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/004 Decision tree options in SPSS Modeler.mp4
30 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 MB
Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/006 Analysis nodes.mp4
27 MB
Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/007 Lift and gains chart.mp4
39 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
29 MB
Fundamentals of Decision Trees in Machine Learning/03 CHAID/010 Buliding a tree interactively.mp4
30 MB
Fundamentals of Decision Trees in Machine Learning/03 CHAID/011 Bonferonni adjustment and level of measurement.mp4
65 MB
Fundamentals of Decision Trees in Machine Learning/03 CHAID/012 CHAID.mp4
92 MB
Fundamentals of Decision Trees in Machine Learning/04 CRT/013 Gini coefficient.mp4
21 MB
Fundamentals of Decision Trees in Machine Learning/04 CRT/014 Understanding CRT.mp4
84 MB
Fundamentals of Decision Trees in Machine Learning/04 CRT/015 The complete CRT tree.mp4
27 MB
Fundamentals of Decision Trees in Machine Learning/04 CRT/016 Stopping rules in CHAID and CRT.mp4
47 MB
Fundamentals of Decision Trees in Machine Learning/04 CRT/017 Improving your model.mp4
61 MB
Fundamentals of Decision Trees in Machine Learning/05 QUEST/018 Understanding QUEST.mp4
6.6 MB
Fundamentals of Decision Trees in Machine Learning/05 QUEST/019 How QUEST handles variables.mp4
72 MB
Fundamentals of Decision Trees in Machine Learning/05 QUEST/020 How QUEST handles missing data.mp4
26 MB
Fundamentals of Decision Trees in Machine Learning/05 QUEST/021 Pruning and stopping rules in QUEST.mp4
45 MB
Fundamentals of Decision Trees in Machine Learning/05 QUEST/attached files/018 Ex-Files-ML-Adv-DecisionTrees.zip
873 kB
Fundamentals of Decision Trees in Machine Learning/06 C5.0/022 ID3 and C4.5.mp4
16 MB
Fundamentals of Decision Trees in Machine Learning/06 C5.0/023 Winnowing attributes and rule sets.mp4
63 MB
Fundamentals of Decision Trees in Machine Learning/06 C5.0/024 Understanding information gain.mp4
25 MB
Fundamentals of Decision Trees in Machine Learning/06 C5.0/025 Pruning in C5.0.mp4
77 MB
Fundamentals of Decision Trees in Machine Learning/06 C5.0/026 How C5.0 handles missing data.mp4
15 MB
Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/027 Ensembles.mp4
62 MB
Course Downloaded from coursedrive.org.txt
538 B
Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/029 Random forests.mp4
28 MB
Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/030 Boosting.mp4
40 MB
Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/031 Costs and priors.mp4
51 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