Why do we split data into train test and validation sets?

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  • Опубликовано: 18 дек 2024

Комментарии • 39

  • @whatsnew955
    @whatsnew955 День назад

    love how short and concise your video is but still explain the concept very clearly while my professor use a couple pages to explain it but still doesnt click in my head

  • @iaboodws11
    @iaboodws11 Год назад +20

    Just what I was looking for, your video is so simple and easy to understand, and straight to the point!!!

    • @misraturp
      @misraturp  Год назад +1

      Great to hear, thank you :)

  • @jamalnuman
    @jamalnuman 10 месяцев назад +1

    Thanks for making a distinction between testing and validation

  • @sethjchandler
    @sethjchandler 3 месяца назад +1

    For two minutes, that is pretty darned good!

  • @facundostratocaster356
    @facundostratocaster356 9 месяцев назад +1

    Simple and good explanation, thank you so much ☺️

  • @sapnilpatel1645
    @sapnilpatel1645 Год назад +1

    video is very much useful. Your channel is so underrated.

  • @athulyadevermadam1169
    @athulyadevermadam1169 5 месяцев назад +1

    finally someone explained the basics

  • @misha4915
    @misha4915 Год назад +7

    After finding the best hyperparameters for a model using validation data, should we retrain the model using both the training and validation data before using it on the test data?

  • @Edin12n
    @Edin12n 2 месяца назад

    Great explanation thanks.

  • @syahwiza
    @syahwiza Год назад

    Thanks for your explanation, it is very useful for me.

  • @KortneyLoewen
    @KortneyLoewen Месяц назад

    Great analysis, thank you! I need some advice: I have a SafePal wallet with USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). What's the best way to send them to Binance?

  • @toyl6727
    @toyl6727 Год назад

    Brilliant and clear!

  • @SocialAviation
    @SocialAviation Год назад +1

    I love your content. Everytime I split my data into train and valid, either using trainsplit function or manually, my val loss does not decrease below 1. The only way to get my val loss lower and lower, is to use part of my train data as validation data 😢

    • @misraturp
      @misraturp  Год назад +1

      Your model might be overfitting in the first case :/

  • @ArifMuhammad-qd6vf
    @ArifMuhammad-qd6vf Год назад

    Superb

  • @jamesadeke9873
    @jamesadeke9873 Год назад

    Good day ma, please can you help me out? I have been trying to figure out this for a long time but i could not. I want to know the best evaluation plots for machine learning models, specifically for classification problems. How best can someone visualize performance? Unlike deep learning models, you can use train and test curves, how best can we visualize using machine learning models? Do you have any video you have done about that? been checking your playlists but i can't find such, kindly help us out. Thanks

  • @vladyslav-py-js-go
    @vladyslav-py-js-go Год назад

    You are the best, thank you!😊

  • @aowowow-no1xe
    @aowowow-no1xe 6 месяцев назад

    What camera do you use?

  • @bay-bicerdover
    @bay-bicerdover Год назад

    Good one!

  • @jamalnuman
    @jamalnuman 10 месяцев назад

    what is the need of testing data is the hyperparameters don't to be optimized?

  • @097_suryakantdhote9
    @097_suryakantdhote9 Год назад

    please make a video on logestic regression

  • @patiklimikrofon
    @patiklimikrofon 7 месяцев назад

    Teşekkürler!

  • @scientificvaibhav198
    @scientificvaibhav198 3 месяца назад

    Why we only standardize x train and x test

  • @jameshopkins3541
    @jameshopkins3541 10 месяцев назад

    Can you explain something about it?????
    Example the meaning and useful of each one

  • @bay-bicerdover
    @bay-bicerdover Год назад

    0:50'de blop efekti ödümü kopardı

  • @jsingh190
    @jsingh190 Год назад

    Can you make a project use of some ML application

  • @ozgurartok9488
    @ozgurartok9488 Год назад

    Teşekkürler.

  • @jameelabduljalil25
    @jameelabduljalil25 Год назад

    No demo?

  • @SyamKishoreNaidu
    @SyamKishoreNaidu Год назад

    Can we expect more pandas related videos

  • @babaabba9348
    @babaabba9348 Год назад

    Ah, if you were living in France, I would have married you immediately, I would have taken you to some fancy restaurant everyday and during the night, you would have done my assignments within data science.

  • @sumitranjan7858
    @sumitranjan7858 Год назад

    You are soo cute❤❤

  • @jameshopkins3541
    @jameshopkins3541 10 месяцев назад

    NOLIKE for UN useful!!!!!

  • @Randomsi_10
    @Randomsi_10 6 месяцев назад

    This is very helpful on my ongoing thesis🥹