Mastering and Tuning Decision Trees

BY
Udemy

Mode

Online

Fees

₹ 499 799

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course and certificate fees

Fees information
₹ 499  ₹799
certificate availability

Yes

certificate providing authority

Udemy

The syllabus

Mastering and Tuning Trees Seminar

  • Characteristics of Tree Models
  • Supervised Segmentation in Modeler
  • Trees and Rules
  • Defining Terms
  • Additional Uses of Trees
  • A First Look at the Data Set
  • CHAID
  • How does the CHAID algorithm work
  • Using Autoclassifer to run multiple CHAID settings
  • How does the C&RT algorithm work?
  • Surrogates for Missing Data
  • C&RT's Expert Settings
  • CHAID Expert Settings
  • Audience Question: How do you compare the results of two models?
  • Should We Adjust the Models
  • What is Bagging and Boosting?

Question and Answer Session

  • Question and Answer Introduction
  • Optimal Binning
  • Interactive Trees
  • Generate Filter
  • Decision List
  • Decision List for Data Reduction?
  • Does Feature Selection Take Care of Interactions in Data Reduction?
  • Using Costs

Instructors

Ms Sandy Midili
Business Analytics Training Manager
Freelancer

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