K-Modes intuition and example

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  • čas přidán 28. 05. 2019
  • An example of K-modes.

Komentáře • 60

  • @josephwehbeparis
    @josephwehbeparis Před 5 lety +38

    I finally understand k-modes! Thank you!

  • @saifkhan-nh3dm
    @saifkhan-nh3dm Před 3 lety +7

    The most clear explanation I have found over the internet! Covering a higher difficulty level example and still giving an easy explanation, Please keep making more videos of Machine Learning! Thanks

  • @TheArjit
    @TheArjit Před 4 lety +5

    Very intuitive. Thank You. Highly recommended!

  • @Ash-ee1hx
    @Ash-ee1hx Před 3 lety

    You totally rock, I actully get this now. Thanks for the clear, jargon free explanation!

  • @pavanrj4130
    @pavanrj4130 Před 4 lety

    Thanks a lot for this wonderful intuition!!! I was feeling confused with K-mode, but after watching this video I understand it better.

  • @juanpabloarango5114
    @juanpabloarango5114 Před 4 lety

    Finally I understood what they meant for "dissimilarities"!!! Thank you, great explanation.

  • @TawhidShahrior
    @TawhidShahrior Před 2 lety

    This is the best resource on the internet for k-modes. Thank you so much brother

  • @sanjayb6173
    @sanjayb6173 Před 3 lety

    After many videos...This is one of the best on K-Modes...Thanks a lot

  • @divine05
    @divine05 Před 4 lety +1

    Finally found something easy to understand. Thank You!!!

  • @mauryavj
    @mauryavj Před 4 lety

    Superb explanation Aysan! Thank you!

  • @Kevinli99
    @Kevinli99 Před 2 lety

    very clear and succinct example, great job

  • @chandrabhatt
    @chandrabhatt Před 2 lety

    Best. Thanks for your time putting this together 👍🏻

  • @Waterlmelon
    @Waterlmelon Před 2 lety

    thank you very much, this helped a lot as most of the articles use fancy terms and equations but turns out to be a very simple algorithm.

  • @mohamadtiofaizin9722
    @mohamadtiofaizin9722 Před 3 lety

    Thanks! very concise and simple explanation.

  • @matt96920
    @matt96920 Před 3 lety

    really, really good stuff. Thank you

  • @saimonniso2304
    @saimonniso2304 Před 4 měsíci

    Finally i understand k-modes.Thank you

  • @AndreWinarta
    @AndreWinarta Před 3 lety +1

    best explanation about k-modes, big respect for you.
    keep up the good work !
    sorry if my english is bad

  • @xxroyaleofclanxxmegaiperle5259

    Thank you so much for this video!

  • @nishanthcodes4576
    @nishanthcodes4576 Před rokem

    just perfect!

  • @ms1153
    @ms1153 Před 4 lety

    thanks for turning what seems difficult into easy

  • @aineljaras6891
    @aineljaras6891 Před 4 lety +1

    Thank you very much!
    Do you have any tips on what algorithms are best for clustering of high dimensional binary spars matrix?

  • @artemyevtushenko8722
    @artemyevtushenko8722 Před 3 lety

    Very clear thanks!!

  • @703023766
    @703023766 Před 4 lety +1

    Best explaination so far

  • @MatheusHenrique0
    @MatheusHenrique0 Před 5 lety +1

    Thank you very much for this video, mate!

  • @mayurlohana
    @mayurlohana Před 5 měsíci

    This is the video I got my concepts cleared about k-modes. However, I would have appreciated If you had added mathematical notation too along the steps. But still, It is a good videos. Cheers!

  • @virendrakhanduri4897
    @virendrakhanduri4897 Před 2 lety +3

    For C3 in the 1st iteration the distance from point 6 should be 3 not 4

  • @saimonniso2304
    @saimonniso2304 Před 4 měsíci

    Great work❤❤

  • @pankajgoikar4158
    @pankajgoikar4158 Před rokem

    excellent explanation. Thanks :)

  • @lennartdangers6155
    @lennartdangers6155 Před 4 lety +1

    Thank you.

  • @dinalabidi4839
    @dinalabidi4839 Před rokem

    thank you so much !

  • @shawnmcmurtrey8090
    @shawnmcmurtrey8090 Před 3 lety +1

    Thanks mate!

  • @SundayHoops
    @SundayHoops Před rokem

    Thanks for this explanation :)

  • @jasonsung2711
    @jasonsung2711 Před 4 lety +1

    Very nice. thanks.

  • @ShaidaMuhammad
    @ShaidaMuhammad Před 4 lety +2

    The only relevant video on K-Mode on YouYube.

  • @thomasrad6296
    @thomasrad6296 Před 4 lety +1

    You sound like ALI G. BIG UP RESPECT

  • @AishwaryaAR0013
    @AishwaryaAR0013 Před 5 lety +1

    Thank you so much for this video! Very helpful :)

  • @jrgantunes
    @jrgantunes Před 4 lety

    Congrats!

  • @poojahegde9854
    @poojahegde9854 Před 4 lety +1

    This is a great video. Thank you so much.
    Could you please provide your input on how we can label those clusters?
    for example, if user1, user2, user3 have watched all movies movie1, movie2, movie3. So this set {movie1,movie2,movie3} can be made like a template because lot of users are watching the same movies. Can we label these groups? If yes, how could we do it?
    Also, is there a python implementation of your video?

  • @computerscience2589
    @computerscience2589 Před 2 lety

    best video for K-modes

  • @stevedepeijper5054
    @stevedepeijper5054 Před 3 lety +1

    Thanks!

  • @kayae6659
    @kayae6659 Před 3 lety +1

    Man, I love you. The Ali G of Statistics.

  • @ML-mm1dc
    @ML-mm1dc Před 5 lety +1

    Very instructive video!

  • @masteroogway8601
    @masteroogway8601 Před 2 lety

    Thank you

  • @saadtayyab9974
    @saadtayyab9974 Před 4 lety +1

    Nice Work Sir

  • @victorviana4012
    @victorviana4012 Před 3 lety

    thxs bro

  • @shahfahadkhan4143
    @shahfahadkhan4143 Před 3 lety +1

    Dear,
    When you creating clusters at step 1 and then creating new centroid the value of cluster 1 to 3 are same at row 8. then what is the logic that you assign it to cluster 1 while the value are same on cluster 1,2 and 3.
    Thanks for such a good tutorial.

  • @russellwilson5940
    @russellwilson5940 Před 2 lety

    Please ignore if already mentioned but the elbow method can be used to determine K clusters

  • @TheAnbohan
    @TheAnbohan Před 3 lety

    Hi, very clear explanation, thanks.
    I have one question, in the case of equal "distance" how do you pick the cluster?

    • @Khivvi
      @Khivvi Před 2 lety

      choose randomly

  • @davidsatara3715
    @davidsatara3715 Před rokem

    Where do I get more information about k-modes?

  • @ryaniseverywhere
    @ryaniseverywhere Před 3 lety +1

    if cluster 1,cluster 2, cluster 3 have same distance, which one we choose? and why?

    • @mcsmedia8081
      @mcsmedia8081 Před 3 lety

      If you are talking about an object having the same distance with all the clusters, then I think you can just assign the object to a cluster at random. At least that is what I have heard other people doing.

  • @NaNi-oy4oq
    @NaNi-oy4oq Před 4 lety +1

    Thank you so much. But I still cannot find a good way to determine the k.

  • @ankitraja3761
    @ankitraja3761 Před 3 lety

    What if my data has a mix of categorical and numerical variables? How would the clustering work then?