RANDOM FOREST CLASSIFICATION-MATLAB (with Complete Code & Data)

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  • เผยแพร่เมื่อ 5 ม.ค. 2025

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  • @chinsan4002
    @chinsan4002 5 หลายเดือนก่อน +1

    how can i change the code if the data has more than two indicators?

  • @wenfangwu7148
    @wenfangwu7148 3 ปีที่แล้ว +5

    I got a question, what does the 'x___' mean for in 'e=min(data.x___repetition_time):0.01:max(data.x___repetition_time);' ?

    • @deboraalves2453
      @deboraalves2453 3 ปีที่แล้ว +1

      in the CVS we need to change the row A1 to x___repetition_time!!

  • @jaikishandamani978
    @jaikishandamani978 2 ปีที่แล้ว

    suppose there are more than 2 predictor variables, then what changes need to be made in the code? i just want the final confusion matrix

  • @MuhammadTahir-pb2xc
    @MuhammadTahir-pb2xc 3 ปีที่แล้ว

    you are just awesome.. Please keep making more videos.. Subscribing your channel

  • @santhuathidi5987
    @santhuathidi5987 3 ปีที่แล้ว +3

    Hi sir, how to classify multiple classes using random forest?

    • @KnowledgeAmplifier1
      @KnowledgeAmplifier1  2 ปีที่แล้ว

      Hello Santhu Athidi , you can check this documentation , here in the Name-Value Arguments , it's written that you can use fitcensemble with 'Bag' which can be used for both Binary and multiclass classification:
      in.mathworks.com/help/stats/fitcensemble.html#namevaluepairarguments
      Hope this will be helpful! Happy Learning :-)

    • @santhuathidi5987
      @santhuathidi5987 2 ปีที่แล้ว

      @@KnowledgeAmplifier1 thank you very much I will go through these documentation.. so kind of you

  • @nandhuamal6351
    @nandhuamal6351 ปีที่แล้ว

    can anyone help me to get the code for random forest classification of engine out parameters estimating ANN

  • @saikumarr6237
    @saikumarr6237 3 ปีที่แล้ว

    one question, In execution result, one overfitting point was executed, can i consider that point as outlier?

  • @deboraalves2453
    @deboraalves2453 3 ปีที่แล้ว +1

    i got this error: Unrecognized table variable name 'x___repetition_time'.
    What can be?

    • @deboraalves2453
      @deboraalves2453 3 ปีที่แล้ว

      in the CVS we need to change the row A1 to x___repetition_time!!

    • @k.n.7138
      @k.n.7138 3 ปีที่แล้ว

      you can change "x___repetition_time" to "repetition_time"

    • @indramadas2038
      @indramadas2038 2 ปีที่แล้ว

      I am facing same error. would you solve this. please reply

  • @moimoys
    @moimoys 2 ปีที่แล้ว

    hello, how about using Kfold with this script?

  • @maheshreddy6590
    @maheshreddy6590 2 ปีที่แล้ว +2

    Hello sir, Is there any video for modelling regression data, Or any suggestions... I need implementation of Random forest for continuos data...

    • @-A-Ruchitha
      @-A-Ruchitha 19 วันที่ผ่านมา

      did you find any source for regression data? If yes, Could you please share.

  • @nabilzawad
    @nabilzawad 2 ปีที่แล้ว

    Thanks for this tutorial. Do you have any tutorial on how to find significant factors i.e., the contribution of variables to the model - using Matlab? for example, I have like 20 dependent variables to predict an outcome and I'm going to use the random forest method in regression modeling. Now I want to know which variables are showing significance to the model.

    • @KnowledgeAmplifier1
      @KnowledgeAmplifier1  2 ปีที่แล้ว

      Hello Nabil Zawad , here you go --
      th-cam.com/video/BWdZsZ_60wg/w-d-xo.html
      Happy Learning

  • @carolinemoraes3704
    @carolinemoraes3704 ปีที่แล้ว +1

    Tks! :)

  • @rahilahafiz9503
    @rahilahafiz9503 3 ปีที่แล้ว +1

    i need this code

    • @KnowledgeAmplifier1
      @KnowledgeAmplifier1  3 ปีที่แล้ว

      Hello Rahila hafiz code is there in description box , hope this will he helpful! Happy Learning :-)

  • @ataur3027
    @ataur3027 3 ปีที่แล้ว +1

    so fast ,due this reason didnt understand

    • @KnowledgeAmplifier1
      @KnowledgeAmplifier1  2 ปีที่แล้ว

      Sorry for the inconvenience , you can check this documentation -- in.mathworks.com/help/stats/fitensemble.html , I will keep this in mind while creating future videos ..
      Happy Learning :-)