[FreeTutorials Us] [UDEMY] Fundamentals of Decision Trees in Machine Learning [FTU]
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[FreeTutorials Us] [UDEMY] Fundamentals of Decision Trees in Machine Learning [FTU]
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Torrent File Content (39 files)
[FreeTutorials.Us] [UDEMY] Fundamentals of Decision Trees in Machine Learning [FTU]
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01 Introduction
001 Welcome.mp4 -
001 Welcome.mp4 -
14.05 MB
002 Introduction.mp4 -
10.63 MB
003 Getting started.mp4 -
20.82 MB
attached files/003 Ex-Files-MachineLearning-Trees.zip -
76.06 KB
02 Decision Trees in IBM SPSS Modeler
004 Decision tree options in SPSS Modeler.mp4 -
004 Decision tree options in SPSS Modeler.mp4 -
30.28 MB
005 Building CHAID model and add a second model with CRT.mp4 -
64.14 MB
006 Analysis nodes.mp4 -
26.75 MB
007 Lift and gains chart.mp4 -
38.83 MB
03 CHAID
008 Whats an algorithm.mp4 -
008 Whats an algorithm.mp4 -
17 MB
009 Chi-squared.mp4 -
28.83 MB
010 Buliding a tree interactively.mp4 -
30.21 MB
011 Bonferonni adjustment and level of measurement.mp4 -
64.6 MB
012 CHAID.mp4 -
92.4 MB
04 CRT
013 Gini coefficient.mp4 -
013 Gini coefficient.mp4 -
21.3 MB
014 Understanding CRT.mp4 -
83.97 MB
015 The complete CRT tree.mp4 -
26.63 MB
016 Stopping rules in CHAID and CRT.mp4 -
47.22 MB
017 Improving your model.mp4 -
60.96 MB
05 QUEST
018 Understanding QUEST.mp4 -
018 Understanding QUEST.mp4 -
6.59 MB
019 How QUEST handles variables.mp4 -
72.22 MB
020 How QUEST handles missing data.mp4 -
26.51 MB
021 Pruning and stopping rules in QUEST.mp4 -
44.93 MB
attached files/018 Ex-Files-ML-Adv-DecisionTrees.zip -
873.26 KB
06 C5.0
022 ID3 and C4.5.mp4 -
022 ID3 and C4.5.mp4 -
16.1 MB
023 Winnowing attributes and rule sets.mp4 -
63.06 MB
024 Understanding information gain.mp4 -
24.86 MB
025 Pruning in C5.0.mp4 -
77.41 MB
026 How C5.0 handles missing data.mp4 -
15.27 MB
07 Advanced Topics
027 Ensembles.mp4 -
027 Ensembles.mp4 -
61.71 MB
028 Bagging.mp4 -
101.39 MB
029 Random forests.mp4 -
28.09 MB
030 Boosting.mp4 -
41.93 MB
031 Costs and priors.mp4 -
41.65 MB
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