Example of Machine Learning Classification technique on Iris Dataset using Logistic Regression

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  • Опубліковано 17 гру 2024

КОМЕНТАРІ • 34

  • @AsifImmanad
    @AsifImmanad  Рік тому

    Telegram for more insights(ML papers, PDF and Books):
    t.me/Artificial_intelligence_AI
    Free Code uploaded to GitHub repositry link:
    github.com/eduai-repo/ML-Demo

  • @booradleyboo
    @booradleyboo 2 роки тому +1

    Came here for the confusion matrix explanation in this context and was not disappointed. Cheers!

    • @AsifImmanad
      @AsifImmanad  2 роки тому

      Thank you,
      What other topics you want me to create videos on?

  • @vivekyadav2566
    @vivekyadav2566 Рік тому +1

    perfect short explained... thank you so mucgh...love from kolhapur, maharashtra ....

  • @MuhammadAhmed-jm1bs
    @MuhammadAhmed-jm1bs 2 роки тому +5

    No fancy codes nothing hard, just simple techniques and easy to understand.
    But still waiting for your next video on this series :(

    • @AsifImmanad
      @AsifImmanad  2 роки тому +1

      Thank you 🙏🏻, soon we are uploading more and more videos

  • @carlosmazzaroli8770
    @carlosmazzaroli8770 2 роки тому +1

    Amazing! greetings from Argentina 💪

  • @chamikagayashan8363
    @chamikagayashan8363 3 роки тому +2

    Thank you so much for making this video. 👍👍👍

    • @AsifImmanad
      @AsifImmanad  3 роки тому

      Thank you, which other tutorials you want to see?

  • @madsonjames1405
    @madsonjames1405 3 роки тому +2

    Thank you so much it helped me a lot sir

  • @sameenaimmnad19
    @sameenaimmnad19 3 роки тому +2

    Very nice 👍🏽

  • @fahadshaikh9099
    @fahadshaikh9099 2 роки тому +2

    I tried to use the map function to convert the categorical variables into numerical but when i print out the set the species column shows NaN instead of 0,1 or 2. Not sure what the problem is

    • @m3forengineers877
      @m3forengineers877 Рік тому +1

      What you did

    • @AsifImmanad
      @AsifImmanad  Рік тому +1

      github.com/eduai-repo/ML-Demo/blob/main/2%20Classification/1.%20Logistic%20Regression-%20Iris%20Dataset.ipynb
      try this code, let us know if it works

  • @khan5hahid
    @khan5hahid Рік тому

    when i try to map the species column with numerical values and print the data head after mapping it is showing all values as nan in species column, i tried everything but it is not getting solved

  • @AnsariShabana-j3m
    @AnsariShabana-j3m Рік тому

    please tell me how image datasets convert into 0,1 ,2 ,3 etc form for confusion matrix...... im facing lots of problems because i am fitting the model in image form but unable to create confusion matrix... error is "Classification metrics can't handle a mix of multiclass and unknown targets" this error is coming ...please help....

  • @anushiyak6189
    @anushiyak6189 Місяць тому

    Regularization in which video?

  • @suryatapasarkar3902
    @suryatapasarkar3902 Рік тому +1

    the mapping function is showing Nan values for the species column???

    • @AsifImmanad
      @AsifImmanad  Рік тому

      nope, it's not Nan, it's 0, 1 or 2.
      ML doesn't understand categorical data, to process classes we've used mapping
      flower_mapping = {'setosa': 0,'versicolor': 1,'virginica':2}
      Try this code : github.com/eduai-repo/ML-Demo/blob/main/2%20Classification/1.%20Logistic%20Regression-%20Iris%20Dataset.ipynb

    • @GemsofPakistan1
      @GemsofPakistan1 Рік тому +1

      @@AsifImmanad tried this but still its showing Nan value sir

    • @AsifImmanad
      @AsifImmanad  Рік тому

      @@GemsofPakistan1 Our code is uploaded on github repository, you can download link is in the pinned and also in the video description

  • @naman6086
    @naman6086 3 місяці тому

    where can i get the dataset ??

  • @prakratisahu4707
    @prakratisahu4707 4 місяці тому +1

    from where can i download the dataset

    • @AsifImmanad
      @AsifImmanad  4 місяці тому

      @@prakratisahu4707
      github.com/eduai-repo/ML-Demo

  • @ushnaroy5193
    @ushnaroy5193 Рік тому +1

    the iris.csv file in the kagle get a new update after that the problem started map function giving null value can you help to solve the problem🙂

    • @AsifImmanad
      @AsifImmanad  Рік тому +1

      I need to check your code,
      Try with my code, uploaded on github repository- github.com/eduai-repo/ML-Demo

    • @ushnaroy5193
      @ushnaroy5193 Рік тому

      tahnkyou sir i found the error it is happening because the names in the file was updated the code is correct just need to put right name @@AsifImmanad

  • @m3forengineers877
    @m3forengineers877 Рік тому +1

    After mapping with integer value it showing Nan values for species

    • @AsifImmanad
      @AsifImmanad  Рік тому

      nope, it's not Nan, it's 0, 1 or 2.
      ML doesn't understand categorical data, to process classes we've used mapping
      flower_mapping = {'setosa': 0,'versicolor': 1,'virginica':2}
      Try this code : github.com/eduai-repo/ML-Demo/blob/main/2%20Classification/1.%20Logistic%20Regression-%20Iris%20Dataset.ipynb

  • @kaushlendrakumar1571
    @kaushlendrakumar1571 2 роки тому +1

    Pls just share code and dataset also.. if you can

    • @AsifImmanad
      @AsifImmanad  2 роки тому

      Sure, We’ll upload on github and provide you the link in our community tab soon, keep eye on next video and community tab