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    Mastering and Tuning Decision Trees

    BY
    Udemy

    Brochure Enquire
    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

    Articles

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