Decision Tree Classification Clearly Explained!

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  • เผยแพร่เมื่อ 24 พ.ค. 2024
  • Here, I've explained Decision Trees in great detail. You'll also learn the math behind splitting the nodes. The next video will show you how to code a decision tree classifier from scratch.
    #machinelearning #datascience
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ความคิดเห็น • 368

  • @o.g.dominus
    @o.g.dominus 3 หลายเดือนก่อน +77

    I had to cancel my scholarship, halt tertiary education, vacate the University premises, and move to an isolated island in Costa Rica to dedicate my entire focus to your videos

    • @joshi2827
      @joshi2827 2 หลายเดือนก่อน +2

      Why didn't he post any recent videos 😿

  • @kretalast2493
    @kretalast2493 ปีที่แล้ว +239

    This is dangerously good explained! I fear that if a cat stumbles across this video, they may take over the world...

    • @NormalizedNerd
      @NormalizedNerd  ปีที่แล้ว +23

      lolol...one of the best comments ever!

    • @MoodyMooMoo
      @MoodyMooMoo ปีที่แล้ว +8

      The world is in my paw. Meow I will take over the world- one decision tree at a time😈😈😈

    • @mikkohaavisto5684
      @mikkohaavisto5684 ปีที่แล้ว

      I think the game "while True: learn()" knows something about this th-cam.com/video/hITJdnpP790/w-d-xo.html

    • @lesegomatsimela2112
      @lesegomatsimela2112 9 หลายเดือนก่อน +1

      @@MoodyMooMoo we are doomed

    • @prasanth061993
      @prasanth061993 7 หลายเดือนก่อน

      @kretalast2493 , meow meooow meowww meoo meoraaa rawrrrrrrrrrr

  • @chukwumandive9597
    @chukwumandive9597 6 หลายเดือนก่อน +13

    You put a lot of hard work into creating this video and I must applaud you for that. I have an assignment on this and I was stuck for a long time. Your video clearly explains the concept. You've earned my subscription.

  • @beldam94
    @beldam94 2 ปีที่แล้ว +24

    Congratulation, the best explaination on decision trees i've ever heard in a whole life of computer science.

  • @gehad209
    @gehad209 ปีที่แล้ว +1

    To be able to clearly explain thing and directly deliver information on a subject is such a gift.. thank you

  • @pexme
    @pexme ปีที่แล้ว +6

    This was amazingly clear and easy to understand. It will help me a lot in my research actually! Thank you so much for making this video!

  • @dineshkumare1750
    @dineshkumare1750 6 หลายเดือนก่อน +5

    Instead of sitting in my teacher's boring lecture, I would spend my day watching your videos. You're doing a great job, man. Thank you! 💫

  • @liselottejongejans6712
    @liselottejongejans6712 ปีที่แล้ว +7

    Amazing video, thanks! Our 2 hour lecture was a complete mess, but this 10-minute video was priceless for my understanding

  • @gonzalopighin2785
    @gonzalopighin2785 2 ปีที่แล้ว +27

    This is just great! So clear and simple. Thanks for being an example for teaching!

  • @justpaperskw
    @justpaperskw 3 หลายเดือนก่อน +6

    Till now, this is the most simple yet quite beneficial explanation about decision trees I have seen on TH-cam. Thanks a lot

  • @93kaushik
    @93kaushik 3 ปีที่แล้ว +106

    Phenomenal video, appreciate the hard work behind it, keep it going

    • @NormalizedNerd
      @NormalizedNerd  3 ปีที่แล้ว +2

      Thanks man! Keep supporting :D

    • @riccardoucar229
      @riccardoucar229 หลายเดือนก่อน

      @@NormalizedNerd di niente bello de nonna

  • @mikaellaaz
    @mikaellaaz 2 ปีที่แล้ว +3

    Thank you for the explanations! it's really clear and the best way to understand these concepts

  • @musakhaleel9182
    @musakhaleel9182 ปีที่แล้ว +6

    Really well made video! Loved the visualizations.

  • @Sing2theSky8131
    @Sing2theSky8131 ปีที่แล้ว

    Thank you very much, I wanted to understand the concept and purpose of decision trees before attempting to use them so I could understand the information it produces. This video was so helpful.

  • @MrRobinovitch
    @MrRobinovitch 2 ปีที่แล้ว +5

    I just picked up a machine learning course, and your video is proving very valuable to me, thank you very much. :-) Subscriped

  • @ahmadasgharianrezaei6846
    @ahmadasgharianrezaei6846 ปีที่แล้ว +2

    Well done! Very clear explanation of the concepts. The animations are awesome.

  • @krystianprogress4521
    @krystianprogress4521 2 ปีที่แล้ว +3

    thank you for that beautifully simply explained, it was a pleasure to watch

  • @sandeepm9313
    @sandeepm9313 2 ปีที่แล้ว

    Awesome video man! I didn't even need to listen the video..the graphics alone were enough to figure out the logic..keep going..subscribed!!

  • @alexandre..9343
    @alexandre..9343 3 ปีที่แล้ว

    in the next video i will show you how to code such a tree from scratch that you can actually use on a real world dataset...
    Next Video: Hello people from the future ... In this video i'm going to talk about Bayesian classifers, and i am gonna explain how ... based clasiffier works (((((

    • @NormalizedNerd
      @NormalizedNerd  3 ปีที่แล้ว +1

      LOL 😂...because the coding video isn't published yet...it's on the way ;)

  • @diabl2master
    @diabl2master 3 หลายเดือนก่อน +2

    7:15 would have saved me some time if you had clarified that it's log base 2
    However, brilliant video! You explained that very clearly and eloquently

  • @GalacticNomadMele
    @GalacticNomadMele 3 หลายเดือนก่อน

    Really impressed by the explanation and the illustration. Thank you for the video.

  • @elvykamunyokomanunebo1441
    @elvykamunyokomanunebo1441 ปีที่แล้ว +2

    Thank you for your explanation, very clear and easy to follow. Now I understand decision tree's algorithm
    :)

  • @ericametta6964
    @ericametta6964 7 หลายเดือนก่อน

    This is a very good explanation of decision trees. taking a class and i got very confused as to when to terminate a path into a leaf and its a lot clearer to me after this video

  • @PoPax186
    @PoPax186 ปีที่แล้ว +1

    This has been such a great video. Well explained and the visuals help alot

  • @dehumanizer668
    @dehumanizer668 2 ปีที่แล้ว +3

    Amazing explanation. Also thank you for taking such an effort for creating an animated video. 👍🏻👍🏻

  • @paulwhiteside8284
    @paulwhiteside8284 ปีที่แล้ว +2

    New to your channel and love it - so clearly explained.

  • @elcinsayin5631
    @elcinsayin5631 2 ปีที่แล้ว +2

    Best video ever on this topic, I appreciate your effort so much!

  • @gabrielaerazolainez3847
    @gabrielaerazolainez3847 ปีที่แล้ว +1

    Thank you so much for this video, I appreciate the visuals and how easy to understand it is. :)

  • @sokiprialajonah4932
    @sokiprialajonah4932 ปีที่แล้ว

    This is one of the clearest explanation have seen on this topic . good job

  • @dataunfold5000
    @dataunfold5000 ปีที่แล้ว +2

    Appreciate the hard work in making this video!

  • @Amin-gs9mn
    @Amin-gs9mn 2 ปีที่แล้ว +3

    The first video that explains the decision tree without a headache ... thank you

  • @rishiksarkar62
    @rishiksarkar62 ปีที่แล้ว +1

    Absolutely fabulous explanation sir!! You made it so simple!

  • @anahitasaxena9439
    @anahitasaxena9439 4 หลายเดือนก่อน

    amazing visualisation, never understood decion trees this way !! thank you so so much

  • @suyashagrawal9834
    @suyashagrawal9834 6 หลายเดือนก่อน +1

    Man, you've EARNED a subscription and a fan with your hard work........keep going.......You're Awesome 👌

  • @Gsmitty234
    @Gsmitty234 2 ปีที่แล้ว +1

    Amazing! Really helped explain the concept in a great pace.

  • @KrishnoSarkar
    @KrishnoSarkar ปีที่แล้ว

    Excellent explanation. Its much more clear now than what my prof has explained. Thanks a ton!!!

  • @samarthtandale9121
    @samarthtandale9121 11 หลายเดือนก่อน

    Awesome now I am able to link all the concepts and mathematics learnt in textbook with your video ❣️🙏🏾

  • @danielchoi3440
    @danielchoi3440 2 ปีที่แล้ว +4

    This is amazing. Thank you for your clear explanation

  • @abdulazizalharbi6228
    @abdulazizalharbi6228 ปีที่แล้ว

    in just 10 minutes I saw the best explanation, keep it up this will be my fav channel

  • @Gamma3
    @Gamma3 6 หลายเดือนก่อน +1

    Thanks a lot. You have done an excelent job in this video. I will suscribe.

  • @dominiquedewet3311
    @dominiquedewet3311 ปีที่แล้ว +1

    Best explanation. Took me from knowing nothing to a pretty solid understnding. Thank you !

  • @xxelurraxx232
    @xxelurraxx232 ปีที่แล้ว

    Wonderful video! Thank you for all the effort you put into it!

  • @aadhyatiwari9688
    @aadhyatiwari9688 4 หลายเดือนก่อน

    BEST EXPLANATION ON THE INTERNET!! hands off to you man

  • @DrKhabo
    @DrKhabo 10 หลายเดือนก่อน

    Loved this video, well elucidated, and awesome graphics.

  • @Nothinglabs
    @Nothinglabs 2 ปีที่แล้ว +1

    excellent explanation. this + your video on random forest is an incredibly well-spent 20 minutes.

  • @saraths9044
    @saraths9044 2 ปีที่แล้ว +1

    Superb video bro. I was not at all clear regarding what weights meant. U gave the simplest explanation.

  • @danielmihalache1874
    @danielmihalache1874 ปีที่แล้ว

    Dude... your explanation is amazing! Good job!

  • @_Lucas.
    @_Lucas. ปีที่แล้ว

    One of the best concept explanations I have heard. Cheers.

  • @alokkale2718
    @alokkale2718 2 หลายเดือนก่อน

    For the first time ever , I am commenting on any video on TH-cam . The video is mind blowing , the visuals and explanation is just by far the best I've ever seen.

  • @WhatsAI
    @WhatsAI 3 ปีที่แล้ว +8

    Great video! The quality is always improving and super clear. Keep it up!

  • @ujjwal2473
    @ujjwal2473 ปีที่แล้ว

    For the first time, I learnt the significance of decision trees and how they predict! Thank you!

  • @sohamdutta4956
    @sohamdutta4956 ปีที่แล้ว +1

    I want to thank TH-cam algorithm for making me stumble upon this god level video. Thank You

  • @rajatchopra1411
    @rajatchopra1411 ปีที่แล้ว +1

    manim is a such a great blessing for brilliant content creators like you

  • @user-em3pg2gp6u
    @user-em3pg2gp6u 8 หลายเดือนก่อน

    This is by far the best explanation! Great for self teaching.

  • @DoctorWei-mu8ne
    @DoctorWei-mu8ne หลายเดือนก่อน

    Thanks! The concept of decision trees is now clear to me.

  • @qusaikarrar381
    @qusaikarrar381 ปีที่แล้ว

    Very nice and straightforward explanation. Thank you.

  • @shigetsan
    @shigetsan 5 หลายเดือนก่อน

    Amazing video. Good vision on how to represent these concepts

  • @kmishy
    @kmishy ปีที่แล้ว +3

    perfection is everywhere in this tutorial.. Thank you

  • @artmispotter3571
    @artmispotter3571 2 หลายเดือนก่อน

    Indeed Clearly Explained! Thanks for your great content.

  • @kajalmishra6895
    @kajalmishra6895 2 ปีที่แล้ว +1

    your videos are amazing. Loved it. Thankyou so much for your effort.

  • @frazermusonda5025
    @frazermusonda5025 2 ปีที่แล้ว +1

    Wow... You really are good at explaining, m glad i found this

  • @ahoora46
    @ahoora46 9 หลายเดือนก่อน

    you won my heart with that music in between. subscribed.

  • @hazeld8016
    @hazeld8016 6 หลายเดือนก่อน

    This was super helpful, thank you! One clarifying question: does the algorithm literally check every possible split to determine which is best or does it sample from possible splits? I thought that decision trees were fairly quick but going through every possible split sounds like it would not scale well to higher dimensions.

  • @gian6725
    @gian6725 10 หลายเดือนก่อน

    wonderfully explained, thank you so much

  • @CavingMonkey
    @CavingMonkey ปีที่แล้ว

    Fantastic video. I learnt more in 10mins of this video than I did spending over an hour reading lecture slides from uni

  • @jackfrost8969
    @jackfrost8969 หลายเดือนก่อน

    finally, I understood the concept. Big thanks, dude!

  • @namigaabbasov
    @namigaabbasov 3 หลายเดือนก่อน

    excellent explanations! deserves millions of views.

  • @71Deba
    @71Deba ปีที่แล้ว

    Beautifully explained. Thanks, brother

  • @algo7574
    @algo7574 2 ปีที่แล้ว +1

    Impressive examples and clear explanations

  • @shoubhikde7567
    @shoubhikde7567 4 หลายเดือนก่อน

    This is one of the best explanation I have seen

  • @kushalhemanth7045
    @kushalhemanth7045 ปีที่แล้ว +1

    Thanks for you work in your Normalized Nerd channel, can I know the software used by you for editing, coz it would help me in my presentation as the transitions are very smooth,
    Thanking you.

  • @AbrarAli-gj5ep
    @AbrarAli-gj5ep ปีที่แล้ว

    best explanations i have ever heard nice work...

  • @FOM_extras
    @FOM_extras ปีที่แล้ว

    all of this was amazingly well done tysm!

  • @MirakXfire
    @MirakXfire 3 ปีที่แล้ว +2

    i wished you explained the gini index too but thank you for this amazing video and all the other video
    the informations are very clear and your voice is clear and i can see you making an effort in explaining thank you

    • @NormalizedNerd
      @NormalizedNerd  3 ปีที่แล้ว +1

      Thanks! Please watch the next video (decision tree from scratch)...I've explained gini index there.

  • @Aliraza-fb5jx
    @Aliraza-fb5jx 5 หลายเดือนก่อน

    Amazing work and very nicely done. This is gonna be a big help for tomorrow's finals. Thank U so much.

  • @neto212
    @neto212 2 ปีที่แล้ว +2

    Thank you so much for the explanation! Great illustrations! Great video! Greetings from Brazil.

  • @sumfatt640
    @sumfatt640 หลายเดือนก่อน

    when I started a video o coursera, using the weather ,play tennis dataset I even recognized how to build the tree on my own, but now with your just numerical data I am lost , I am watching just to know more concepts of decisions trees like

  • @birajghosh3671
    @birajghosh3671 2 ปีที่แล้ว +1

    Animations on point! Really helpful

  • @jayminshah5565
    @jayminshah5565 5 หลายเดือนก่อน

    I love you so much, you got me excited about ML again

  • @lemontreeM95
    @lemontreeM95 ปีที่แล้ว +7

    Great explanation! right to the point! just one thing: at 7:00 the logaritmic base is equal to the number of clusters which in your case is 2

  • @MyJRGC
    @MyJRGC ปีที่แล้ว

    Great way to share knowledge, Thak you so much!

  • @aniruddhsingh5280
    @aniruddhsingh5280 8 หลายเดือนก่อน

    The quality of your video is great !

  • @goldensapiens8551
    @goldensapiens8551 ปีที่แล้ว +1

    Very clear explanation! Thank you

  • @pushkarkhedkar9243
    @pushkarkhedkar9243 3 ปีที่แล้ว +2

    so simply explained! and great visualization! thanks a lot.

  • @abinav92
    @abinav92 10 หลายเดือนก่อน

    Excellent video!!! Clearly explained. Would like to clarify why log base is 2? Is it because this example only has 2 classes? For n class situation should we use log base n? Thanks in advance.

  • @arunshrestha791
    @arunshrestha791 3 หลายเดือนก่อน

    Hats off for the clear intuition

  • @CatBall11
    @CatBall11 4 หลายเดือนก่อน

    Thank you for this! This video said in 10 minutes what I failed to absorb over an hour of lecture, plus a bunch of reading. :)

  • @tanvirhasanmonir1627
    @tanvirhasanmonir1627 ปีที่แล้ว +1

    Well done! Very clear explanation

  • @Henri-qq6xm
    @Henri-qq6xm 2 ปีที่แล้ว +1

    Excellently explained, thank you

  • @sarangkulkarni8847
    @sarangkulkarni8847 6 หลายเดือนก่อน

    Completely Amazing!! Very Nicely Articulated.

  • @feras6471
    @feras6471 ปีที่แล้ว +1

    Appreciate the hard work behind the video, keep it going

  • @eugeneohba7030
    @eugeneohba7030 2 หลายเดือนก่อน

    Made perfect sense, thank you so much!

  • @otmanezizi9314
    @otmanezizi9314 ปีที่แล้ว +2

    Amazing!! Follow-up question: How does a decision tree work when we have more than 2 variables (x0,x1,...,xn)?

  • @mybankbalanceis0
    @mybankbalanceis0 ปีที่แล้ว

    This was a great explanation . Thank you !!

  • @caiomontagner7222
    @caiomontagner7222 9 หลายเดือนก่อน

    Excellent video! Thanks a bunch

  • @alinsalagean6236
    @alinsalagean6236 6 หลายเดือนก่อน

    Thanks for the very detailed explanation

  • @mariajosearroyodoria8114
    @mariajosearroyodoria8114 8 หลายเดือนก่อน

    🫶🙌 Amazing Video! Thanks for your dedication creating this concept. It was pretty clear!

  • @kelvinxie1029
    @kelvinxie1029 17 วันที่ผ่านมา

    Very well done. Thank you!

  • @metricfruit
    @metricfruit ปีที่แล้ว

    Your videos are beautiful and a great resource -- thank you so much! Just curious, what do you use to make the small animations throughout your videos? As a fellow video creator I'm intrigued -- never seen anything like your style before

  • @diegoBR18
    @diegoBR18 10 หลายเดือนก่อน

    Think you very Much for this video, watching it from Brazil 🇧🇷