Decision Tree Regression in MATLAB

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  • Опубликовано: 5 фев 2025
  • Dataset:
    x =
    10×3 table
    Position Level Salary
    ___________________ _____ _______
    'Business Analyst' 1 45000
    'Junior Consultant' 2 50000
    'Senior Consultant' 3 60000
    'Manager' 4 80000
    'Country Manager' 5 110000
    'Region Manager' 6 150000
    'Partner' 7 200000
    'Senior Partner' 8 300000
    'C-level' 9 500000
    'CEO' 10 1000000
    Prerequisite:
    www.mathworks....
    Code:
    clc
    clear all
    close all
    warning off
    format long
    x=readtable('Position_Salaries.csv');
    x.Position=[];
    plot(x.Level,x.Salary,'r.','MarkerSize',20);
    hold on;
    model=fitrtree(x,'Salary~Level','MinParentSize',1);
    zs=predict(model,6.5)
    ms=min(x.Level):0.01:max(x.Level);
    zs=predict(model,ms');
    plot(ms,zs);
    grid on;
    view(model,'Mode','graph');
    Learn Machine Learning and Data Science using MATLAB:
    • Importing Dataset | MA...
    #MachineLearning #MATLAB #DataScience

Комментарии • 3

  • @hagerechikh2662
    @hagerechikh2662 2 года назад +1

    God bless you

  • @hagarhossam4211
    @hagarhossam4211 4 года назад +1

    thanks a lot for the video , but I have a code and I want to minimize error in it can you help me in it ?