DBSCAN Clustering Algorithm Solved Numerical Example in Machine Learning Data Mining Mahesh Huddar

DBSCAN Clustering Algorithm Solved Numerical Example in Machine Learning Data Mining by Mahesh Huddar
DBSCAN
Density-based spatial clustering of applications with noise is a data clustering algorithm
Data Points:
P1: (3, 7) P2: (4, 6)
P3: (5, 5) P4: (6, 4)
P5: (7, 3) P6: (6, 2)
P7: (7, 2) P8: (8, 4)
P9: (3, 3) P10: (2, 6)
P11: (3, 5) P12: (2, 4)
Apply the DBSCAN algorithm to the given data points and Create the clusters with minPts = 4 and epsilon (ε) = 1.9.
The following concepts are discussed:
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dbscan in data mining,
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Пікірлер: 81

  • @user-bn3zw9sd1p
    @user-bn3zw9sd1p Жыл бұрын

    Perfect one! Without any theory explanation. Majority of us (i mean people who are looking for such an example) are familiar with theory but it is hard to find direct implementetion of it.

  • @MaheshHuddar

    @MaheshHuddar

    Жыл бұрын

    Thank You Do like share and subscribe

  • @hoyintam1702
    @hoyintam17027 ай бұрын

    Great video with a nice example, detailed calculation and clear explanation!

  • @MaheshHuddar

    @MaheshHuddar

    7 ай бұрын

    Thank You Please do like share and subscribe

  • @praneshchow
    @praneshchow7 ай бұрын

    Nice slide and explanation. You just easily overview the topic within 11 minutes. Thanks ❤

  • @MaheshHuddar

    @MaheshHuddar

    7 ай бұрын

    Welcome Do like share and subscribe

  • @user-zu3hv1mu9t
    @user-zu3hv1mu9t9 ай бұрын

    usually I don't comment even on good channels but your way of delivering the content is really good, the way I like: No repetition of words, maintaining a steady flow, no use of touch words, no use of filler words.(usually other KZreadrs do this trick to increase the length of the video for engaging the audience for longer time which build a habit of coming back to the channel for more content).

  • @MaheshHuddar

    @MaheshHuddar

    9 ай бұрын

    Thank You Do like share and subscribe

  • @sarayu915
    @sarayu915 Жыл бұрын

    tomrw is my exam thank you sirr well explained my professor took hours to explain this 😄😄

  • @MaheshHuddar

    @MaheshHuddar

    Жыл бұрын

    Welcome Do like share and subscribe

  • @adeiskandar1349
    @adeiskandar13498 ай бұрын

    Thank you very much, it's really interesting and understood easily for your exolanation about DBScan with the real case

  • @MaheshHuddar

    @MaheshHuddar

    8 ай бұрын

    Welcome Do like share and subscribe

  • @bramsetyadji2881
    @bramsetyadji2881Ай бұрын

    Thank you very much!!! It is very clear and concise explanation

  • @MaheshHuddar

    @MaheshHuddar

    Ай бұрын

    You are welcome! Do like share and subscribe

  • @jeodezman32
    @jeodezman32 Жыл бұрын

    Excellent explanation, thank you so much!

  • @MaheshHuddar

    @MaheshHuddar

    Жыл бұрын

    Welcome Do like share and subscribe

  • @yourealive1
    @yourealive18 ай бұрын

    amazing channel with exceptional explanation. always look for your videos when im searching a topic on youtube

  • @MaheshHuddar

    @MaheshHuddar

    8 ай бұрын

    Thank You Do like share and subscribe

  • @radwataher6056
    @radwataher60567 ай бұрын

    very good explanation and slides, Thanks

  • @MaheshHuddar

    @MaheshHuddar

    7 ай бұрын

    Welcome Do like share and subscribe

  • @theatregare2157
    @theatregare21573 ай бұрын

    You are the man bro, amazing job

  • @MaheshHuddar

    @MaheshHuddar

    3 ай бұрын

    Glad it helped Do like share and subscribe

  • @shalabhagarwal
    @shalabhagarwal7 ай бұрын

    Thank you so much!

  • @MaheshHuddar

    @MaheshHuddar

    7 ай бұрын

    Welcome Do like share and subscribe

  • @suriya4250
    @suriya42504 ай бұрын

    If the minpts and e is not given what can we do sir. can we determine with heuristic method

  • @nithinvasamsetti
    @nithinvasamsetti3 ай бұрын

    You are blowing my brain ❤❤❤ amazing explanation

  • @MaheshHuddar

    @MaheshHuddar

    3 ай бұрын

    Thank you so much Do like share and subscribe

  • @aniruddhsingh5280
    @aniruddhsingh52807 ай бұрын

    Excellent explanation sir !!

  • @MaheshHuddar

    @MaheshHuddar

    7 ай бұрын

    Thank You Do like share and subscribe

  • @ruysilva298
    @ruysilva2983 ай бұрын

    Thank you a lot.

  • @MaheshHuddar

    @MaheshHuddar

    3 ай бұрын

    Welcome Do like share and subscribe

  • @arunkumarias5372
    @arunkumarias53726 ай бұрын

    Thank you so much sir❤

  • @MaheshHuddar

    @MaheshHuddar

    6 ай бұрын

    Most welcome Do like share and subscribe

  • @AbhishekTiwari-hw9kw
    @AbhishekTiwari-hw9kw7 ай бұрын

    Thank you sir

  • @MaheshHuddar

    @MaheshHuddar

    7 ай бұрын

    Welcome Please do like share and subscribe

  • @sayyedalihassanshah2815
    @sayyedalihassanshah28159 ай бұрын

    Great Teaching. Thank you

  • @MaheshHuddar

    @MaheshHuddar

    9 ай бұрын

    Welcome Do like share and subscribe

  • @giriprasad5221
    @giriprasad5221 Жыл бұрын

    Great explanation sir

  • @MaheshHuddar

    @MaheshHuddar

    Жыл бұрын

    Thank You Do like share and subscribe

  • @usmanyousaaf
    @usmanyousaaf2 ай бұрын

    Well explained 👍

  • @MaheshHuddar

    @MaheshHuddar

    2 ай бұрын

    Thank you Do like share and subscribe

  • @sowjanyanaga839
    @sowjanyanaga839 Жыл бұрын

    Super explanation sir

  • @MaheshHuddar

    @MaheshHuddar

    Жыл бұрын

    Thank You Do like share and subscribe

  • @kushagramishra9257
    @kushagramishra92573 ай бұрын

    can the clusters overlap ?

  • @younus.athlete
    @younus.athlete6 ай бұрын

    Sir ye slides aapkp kha sey milee, cause ye same slided hamari ma'am bhe copy ki hain. can you please tell me

  • @harisubedi3235
    @harisubedi32356 ай бұрын

    ammamaa bhagwan ho mero lagi yo sir :)

  • @realpg4643
    @realpg46438 ай бұрын

    amazing sir🤩

  • @MaheshHuddar

    @MaheshHuddar

    8 ай бұрын

    Thanks a lot 😊 Do like share and subscribe

  • @suryaprasadsahoo9617
    @suryaprasadsahoo96176 ай бұрын

    👍

  • @MaheshHuddar

    @MaheshHuddar

    6 ай бұрын

    Do like share and subscribe

  • @user-ez8dw4pp7d
    @user-ez8dw4pp7d8 ай бұрын

    thank you

  • @MaheshHuddar

    @MaheshHuddar

    8 ай бұрын

    Welcome Do like share and subscribe

  • @tharunganesh98
    @tharunganesh9811 ай бұрын

    But here point 2 and 11 belongs to two different clusters? how can we explain that?

  • @satyaswarupa6839
    @satyaswarupa6839 Жыл бұрын

    sir could you please explain that......... how would you plot the graph points

  • @skarthikeya5285

    @skarthikeya5285

    Жыл бұрын

    from 0:10 ro 0:40 the points shown numerically here are just plotted on graph

  • @jimintata5091

    @jimintata5091

    8 ай бұрын

    ​@@skarthikeya5285 u cleared my doubt TQ

  • @ironman5255

    @ironman5255

    7 ай бұрын

    Tq

  • @Manjith-1887

    @Manjith-1887

    6 ай бұрын

    ​@@skarthikeya5285Tq

  • @fintech1378
    @fintech1378 Жыл бұрын

    excellent lesson, i will have an exam in a few days where I cannot code, where can I find similar practice questions?

  • @MaheshHuddar

    @MaheshHuddar

    Жыл бұрын

    Numerical examples..?

  • @fintech1378

    @fintech1378

    Жыл бұрын

    @@MaheshHuddar yes, both supervised and unsupervised, not in python

  • @rajeevlochanmedisetti5664
    @rajeevlochanmedisetti5664Ай бұрын

    Can we use manhattan formula insted of euclidean

  • @MaheshHuddar

    @MaheshHuddar

    Ай бұрын

    Yes you can use any distance metric

  • @VANDANAMEHNDIRATTASCHOOLOFSCIE
    @VANDANAMEHNDIRATTASCHOOLOFSCIE3 ай бұрын

    This explanation is very good. I have seen other videos too. Just one suggestion please dont use "particular" in every line that to twice or thrice. It sometime breaks the flow of listening and too irritating.

  • @MaheshHuddar

    @MaheshHuddar

    3 ай бұрын

    Ok

  • @deepaksonawane2501
    @deepaksonawane25018 ай бұрын

    How to form clusters for points with more than two coordinates?

  • @deekshaPatima
    @deekshaPatima7 ай бұрын

    How the graph is pointed can anyone explain

  • @donivanka

    @donivanka

    3 ай бұрын

    First all given points (x-axis,y-axis) in the question were plotted on graph. Then clustered according to the core points

  • @BILLARAMPRASADREDD
    @BILLARAMPRASADREDD2 ай бұрын

    sir in another video u say that we have to consider value greater than threashlod value but in this video u are saying that we have to consider value less than threashold could u please give me clarity about this ASAP

  • @MaheshHuddar

    @MaheshHuddar

    2 ай бұрын

    In first example we calculated the distance, there we need to select the minimum distance In second example we have used similarity Matrix, hence we need to use highest similarity value

  • @Nikhil.Rebelling
    @Nikhil.RebellingАй бұрын

    Sir can we use Manhattan distance formula ?

  • @MaheshHuddar

    @MaheshHuddar

    Ай бұрын

    Yes You can use any distance metric

  • @Nikhil.Rebelling

    @Nikhil.Rebelling

    Ай бұрын

    @@MaheshHuddar Thank You Sir For Your Quick Response !!

  • @TienTran-ni5vn
    @TienTran-ni5vn8 ай бұрын

    may I have your file ppt of this video?

  • @tmjackff7809
    @tmjackff78093 ай бұрын

    CLARANS

  • @ChodagiriYugandhar
    @ChodagiriYugandhar Жыл бұрын

    👏👏👏

  • @MaheshHuddar

    @MaheshHuddar

    Жыл бұрын

    Thank You Do like share and subscribe

  • @minatharu512
    @minatharu5125 ай бұрын

    Thank you so much sir❤🙏

  • @MaheshHuddar

    @MaheshHuddar

    5 ай бұрын

    Welcome Do like share and subscribe

  • @sravansunkara9145
    @sravansunkara914510 ай бұрын

    Thank you so much!

  • @MaheshHuddar

    @MaheshHuddar

    10 ай бұрын

    Welcome Do like share and subscribe

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