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Fundamentals of Decision Trees in Machine Learning

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文件列表

  1. Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/028 Bagging.mp4 101MB
  2. Fundamentals of Decision Trees in Machine Learning/03 CHAID/012 CHAID.mp4 92MB
  3. Fundamentals of Decision Trees in Machine Learning/04 CRT/014 Understanding CRT.mp4 84MB
  4. Fundamentals of Decision Trees in Machine Learning/06 C5.0/025 Pruning in C5.0.mp4 77MB
  5. Fundamentals of Decision Trees in Machine Learning/05 QUEST/019 How QUEST handles variables.mp4 72MB
  6. Fundamentals of Decision Trees in Machine Learning/03 CHAID/011 Bonferonni adjustment and level of measurement.mp4 65MB
  7. 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 64MB
  8. Fundamentals of Decision Trees in Machine Learning/06 C5.0/023 Winnowing attributes and rule sets.mp4 63MB
  9. Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/027 Ensembles.mp4 62MB
  10. Fundamentals of Decision Trees in Machine Learning/04 CRT/017 Improving your model.mp4 61MB
  11. Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/031 Costs and priors.mp4 51MB
  12. Fundamentals of Decision Trees in Machine Learning/04 CRT/016 Stopping rules in CHAID and CRT.mp4 47MB
  13. Fundamentals of Decision Trees in Machine Learning/05 QUEST/021 Pruning and stopping rules in QUEST.mp4 45MB
  14. Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/030 Boosting.mp4 40MB
  15. Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/007 Lift and gains chart.mp4 39MB
  16. Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/004 Decision tree options in SPSS Modeler.mp4 30MB
  17. Fundamentals of Decision Trees in Machine Learning/03 CHAID/010 Buliding a tree interactively.mp4 30MB
  18. Fundamentals of Decision Trees in Machine Learning/03 CHAID/009 Chi-squared.mp4 29MB
  19. Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/029 Random forests.mp4 28MB
  20. Fundamentals of Decision Trees in Machine Learning/02 Decision Trees in IBM SPSS Modeler/006 Analysis nodes.mp4 27MB
  21. Fundamentals of Decision Trees in Machine Learning/04 CRT/015 The complete CRT tree.mp4 27MB
  22. Fundamentals of Decision Trees in Machine Learning/05 QUEST/020 How QUEST handles missing data.mp4 27MB
  23. Fundamentals of Decision Trees in Machine Learning/06 C5.0/024 Understanding information gain.mp4 25MB
  24. Fundamentals of Decision Trees in Machine Learning/04 CRT/013 Gini coefficient.mp4 21MB
  25. Fundamentals of Decision Trees in Machine Learning/01 Introduction/002 Introduction.mp4 21MB
  26. Fundamentals of Decision Trees in Machine Learning/01 Introduction/003 Getting started.mp4 21MB
  27. Fundamentals of Decision Trees in Machine Learning/03 CHAID/008 Whats an algorithm.mp4 17MB
  28. Fundamentals of Decision Trees in Machine Learning/06 C5.0/022 ID3 and C4.5.mp4 16MB
  29. Fundamentals of Decision Trees in Machine Learning/06 C5.0/026 How C5.0 handles missing data.mp4 15MB
  30. Fundamentals of Decision Trees in Machine Learning/01 Introduction/001 Welcome.mp4 13MB
  31. Fundamentals of Decision Trees in Machine Learning/05 QUEST/018 Understanding QUEST.mp4 7MB
  32. Fundamentals of Decision Trees in Machine Learning/05 QUEST/attached files/018 Ex-Files-ML-Adv-DecisionTrees.zip 873KB
  33. Fundamentals of Decision Trees in Machine Learning/01 Introduction/attached files/003 Ex-Files-MachineLearning-Trees.zip 76KB
  34. Fundamentals of Decision Trees in Machine Learning/01 Introduction/Must Read.txt 540B
  35. Fundamentals of Decision Trees in Machine Learning/ReadMe.txt 538B
  36. Course Downloaded from coursedrive.org.txt 538B
  37. Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/ReadMe.txt 538B
  38. Visit Coursedrive.org.url 124B
  39. Fundamentals of Decision Trees in Machine Learning/Visit Coursedrive.org.url 124B
  40. Fundamentals of Decision Trees in Machine Learning/01 Introduction/Visit Coursedrive.org.url 124B
  41. Fundamentals of Decision Trees in Machine Learning/07 Advanced Topics/Visit Coursedrive.org.url 124B