Fundamentals of Decision Trees in Machine Learning | 1F0799E316B62F83D8936CAED36259CB89CD11FF

Fundamentals of Decision Trees in Machine Learning

Name	Fundamentals of Decision Trees in Machine Learning	DOWNLOAD Copy Link
Total Size	1.4 GB
Total Files	41
Hash	1F0799E316B62F83D8936CAED36259CB89CD11FF

/.../07 Advanced Topics/
028 Bagging.mp4	106.3 MB
027 Ensembles.mp4	64.7 MB
029 Random forests.mp4	29.5 MB
030 Boosting.mp4	41.7 MB
031 Costs and priors.mp4	53.8 MB
ReadMe.txt	0.5 KB
Visit Coursedrive.org.url	0.1 KB
/
Visit Coursedrive.org.url	0.1 KB
Course Downloaded from coursedrive.org.txt	0.5 KB
/Fundamentals of Decision Trees in Machine Learning/
ReadMe.txt	0.5 KB
Visit Coursedrive.org.url	0.1 KB
/01 Introduction/
001 Welcome.mp4	13.9 MB
002 Introduction.mp4	21.9 MB
003 Getting started.mp4	21.8 MB
Must Read.txt	0.5 KB
Visit Coursedrive.org.url	0.1 KB
/01 Introduction/attached files/
003 Ex-Files-MachineLearning-Trees.zip	77.9 KB
/.../02 Decision Trees in IBM SPSS Modeler/
004 Decision tree options in SPSS Modeler.mp4	31.7 MB
005 Building CHAID model and add a second model with CRT.mp4	67.3 MB
006 Analysis nodes.mp4	28.1 MB
007 Lift and gains chart.mp4	40.7 MB
/03 CHAID/
008 Whats an algorithm.mp4	17.8 MB
009 Chi-squared.mp4	30.2 MB
010 Buliding a tree interactively.mp4	31.7 MB
011 Bonferonni adjustment and level of measurement.mp4	67.7 MB
012 CHAID.mp4	96.9 MB
/04 CRT/
013 Gini coefficient.mp4	22.3 MB
014 Understanding CRT.mp4	88.1 MB
015 The complete CRT tree.mp4	27.9 MB
016 Stopping rules in CHAID and CRT.mp4	49.5 MB
017 Improving your model.mp4	63.9 MB
/05 QUEST/
018 Understanding QUEST.mp4	6.9 MB
019 How QUEST handles variables.mp4	75.7 MB
020 How QUEST handles missing data.mp4	27.8 MB
021 Pruning and stopping rules in QUEST.mp4	47.1 MB
/05 QUEST/attached files/
018 Ex-Files-ML-Adv-DecisionTrees.zip	894.2 KB
/06 C5.0/
022 ID3 and C4.5.mp4	16.9 MB
023 Winnowing attributes and rule sets.mp4	66.1 MB
024 Understanding information gain.mp4	26.1 MB
025 Pruning in C5.0.mp4	81.2 MB
026 How C5.0 handles missing data.mp4	16.0 MB
Total files 41