Weka Data Mining Tutorial for First Time & Beginner Users

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  • เผยแพร่เมื่อ 9 ม.ค. 2025

ความคิดเห็น • 125

  • @mparker8145
    @mparker8145 8 ปีที่แล้ว +4

    I've been in IT for over 30 years. This is one of the most helpful videos I've ever watched. Thank you.

    • @yesanton
      @yesanton 8 ปีที่แล้ว +15

      really?

  • @silverplasticware
    @silverplasticware 12 ปีที่แล้ว +3

    The class I'm taking has us use WEKA on our homework, yet we never actually learned or used WEKA in class. Needless to say, this video was incredibly useful. Thank you for taking the time to make it.

  • @JuliusG73
    @JuliusG73 9 ปีที่แล้ว +4

    I recommended this to my brother-in-law who wants to solve some product purchase prediction algorithms. It's well done. The only thing I would recommend is maybe some editing to include some captioning that shows the dangers of overfitting some of these models, especially the J48 classifier. Your models show very high accuracy, which appears good on the surface, but since the decision tree quickly settled that one feature, it's helpful to know why that's good AND bad. I know this is a beginner's video, but a quick blurb just to warn on the dangers of overfitting might be helpful.

  • @oneparagraphanswers
    @oneparagraphanswers 12 ปีที่แล้ว

    Brandon,
    Really appreciate you putting out a tutorial, with your own data, aimed at education first-timers. Wonderfully executed.

  • @srdavidic4084
    @srdavidic4084 10 ปีที่แล้ว +2

    This is a great video for WEKA beginners like me. I had to work on a WEKA project and did not know how WEKA works. This video at least gives me a beginning understanding on how to use WEKA.
    Thanks

  • @davidgacara7449
    @davidgacara7449 8 หลายเดือนก่อน +1

    The video is amazing!!!I love the approach of getting from what we know into what we are learning.

  • @cfenerd
    @cfenerd 8 ปีที่แล้ว +1

    Great presentation skills. Slow, and deliberate and articulate takes time, talent, and awareness. Good Job!

  • @kalpmail
    @kalpmail 12 ปีที่แล้ว

    Thank you very much. I am just a beginner to Machine Learning and your tutorials are very clear and helpful to understand ML algorithms. Thanks.....

  • @Andrii_V
    @Andrii_V 10 ปีที่แล้ว +21

    May be this is amasing video, but I'd like to see first the simplest - description of csv file file format. What shoul be in rows, what in columns? Is this top-secure information? I can't find it anywhere!

  • @ceciliapak8721
    @ceciliapak8721 6 ปีที่แล้ว

    great Tutorial !!! I learn WEKA after watching this one and its enough to handle the data for my dissertation.

  • @jonathanfox5
    @jonathanfox5 11 ปีที่แล้ว

    That was awesome thanks. I own (well, I borrowed...) the book and this got me started much faster than reading ever could have.

  • @Drkalaamarab
    @Drkalaamarab 2 ปีที่แล้ว

    ❤️❤️❤️❤️❤️❤️❤️ No programming I loved it very much this is the software.

  • @yingnansong
    @yingnansong 9 ปีที่แล้ว +3

    Thanks for creating this tutorial! It is really helpful!

  • @elva329
    @elva329 9 ปีที่แล้ว +9

    Hi Weinherg, could you please upload the data you used in this demo so that we could have a try with the same data ? Thank you.

  • @brianlavergne8858
    @brianlavergne8858 9 ปีที่แล้ว +1

    This video was incredibly well done and informative. Thanks much for taking the time out to create it.

  • @aristoi
    @aristoi 9 ปีที่แล้ว +5

    I found this very helpful, thank you.

  • @thaqalain10
    @thaqalain10 11 ปีที่แล้ว +1

    Haven't ever done statistical analysis at those levels but this was a great tutorial for beginners, Thanks!!

  • @chinmaybhawe
    @chinmaybhawe 12 ปีที่แล้ว

    Thanks for the explanation Brandon. I am just starting off with this, might even use this in my grad project.

  • @Drkalaamarab
    @Drkalaamarab 2 ปีที่แล้ว

    Thank you Brandon for the video and demonstration 👏👏

  • @wannazirulhafeez8467
    @wannazirulhafeez8467 7 ปีที่แล้ว

    Great introductory video using real & common example. Regarding video quality, I suggest you to use Audacity to remove some background noise.

  • @tankisstv2126
    @tankisstv2126 2 ปีที่แล้ว

    Thank you for your time! I would like to know what is the problem with my data , when i put them on weka . I can only see rectangle with black border and not the blue and red . If it can help i am working on a groundwater potential subject , so my database have many line and each columns concern one data and the last one is the class 1 or 0 .

  • @seedeg
    @seedeg 11 ปีที่แล้ว

    Amazing intro tutorial. Thank you!

  • @chad_the_stud
    @chad_the_stud 8 ปีที่แล้ว +3

    u should create some tutorial playlist. its more easy to watch. appreciated.

  • @lqtube
    @lqtube 7 ปีที่แล้ว

    such a useful video! hope more to come!

  • @adebayoopeyemi2018
    @adebayoopeyemi2018 3 ปีที่แล้ว

    Very helpful, a very good explanation.

  • @deg5947
    @deg5947 10 ปีที่แล้ว

    Thanks Brandon, excellent video.

  • @MohammedAli-kk6uv
    @MohammedAli-kk6uv 10 ปีที่แล้ว

    This was very helpful thank you? I have a question if you may be able to help, does WEKA support panel data or just time series? I will be using financial data, so would I be able to use large data sets as well? Thank you very much

  • @hebabadawy1774
    @hebabadawy1774 12 ปีที่แล้ว

    ayat taha, I had the same problem. just write yout info all in one colums separated by comas. ex: ID, att1, att2, dec
    and then in the second row you write the first instance and so on

  • @welchthomas5012
    @welchthomas5012 2 ปีที่แล้ว

    Hello Brandon I love your video its very comprehensive,I'm just starting to use WEKA and want to know a few things.
    Can it check for homoskedasticy?
    Can it check for mulicollinearity?
    Can it give the graphics presentation of them?

  • @H-Rexz
    @H-Rexz 4 ปีที่แล้ว

    Thanks for the video it is informative. I just want to ask why Weka is rejecting my csv file ? I am sure it has CSV loader ?? any help on that

  • @tigrayrimey6418
    @tigrayrimey6418 3 ปีที่แล้ว

    Thanks. But, What about the test data? Don't you think the test data is required for testing purposes?

  • @amalkumar256
    @amalkumar256 ปีที่แล้ว

    Absolutely stellar video

  • @hghooks9297
    @hghooks9297 7 ปีที่แล้ว

    Excellent tutorial! Are you still using Weka as a primary tool?

  • @Lausuper
    @Lausuper 12 ปีที่แล้ว

    Thanks for the video, it has helped me to start using weka

  • @lvshane21
    @lvshane21 12 ปีที่แล้ว

    Thank you very very much. It is so clear ... Thank you for your effort and sharing...

  • @johncrowley5958
    @johncrowley5958 6 ปีที่แล้ว

    Whenever I run J48 on my dataset, I see the bird flopping back and forth so I know its loading, it status is "Building model on training data.." but then the bird stops and sits down and goes to x0 and the status stays the same, but no further changes happen. Any idea why this issue continues?

  • @juanete69
    @juanete69 11 ปีที่แล้ว

    Thank you for your work, you even thought on adding subtitles for people that are not english natives.

  • @benjaminhuang
    @benjaminhuang 10 ปีที่แล้ว

    Very useful video. Thanks so much!

  • @mahasoliman6480
    @mahasoliman6480 7 ปีที่แล้ว

    i have the data in word file how can i get those attributes that appears, because i dont think that getting arff file will make me have the attributes i think there is a way to get them and i'm stuck at this step

  • @AaryanSuthar-ep4ud
    @AaryanSuthar-ep4ud 7 หลายเดือนก่อน

    Thank you. It was really helpful for me

  • @fakhrialifin9192
    @fakhrialifin9192 7 ปีที่แล้ว

    can i get the sample of the data? cz i want to try it by myself. pls help thanks

  • @jamalalnaeb5804
    @jamalalnaeb5804 7 ปีที่แล้ว

    Good morning.could you tell me if i can use weka API with model based on ASP and c#

  • @Daleklich
    @Daleklich 9 ปีที่แล้ว

    Thumbs up. Very good intro vid !!!

  • @akdune
    @akdune 8 ปีที่แล้ว +9

    Where's the dataset?

    • @rohail260
      @rohail260 6 ปีที่แล้ว +1

      pastebin.com/Ea55rc3j

    • @Zulu369
      @Zulu369 6 ปีที่แล้ว +1

      Thanks but this page appears to have been removed.

  • @Schaercrowe
    @Schaercrowe 9 ปีที่แล้ว

    how do i swap attributes? For example if i want to swap attribute 1 with attribute 2?

  • @qcap
    @qcap 10 ปีที่แล้ว +1

    Thanks !!! Will now need more insight...

  • @prakhar0207
    @prakhar0207 8 ปีที่แล้ว +1

    IS weka works without file? I have my own model in JPA(Java). Than how can i used weka forecasting method?

    • @nikhilsjukebox7276
      @nikhilsjukebox7276 8 ปีที่แล้ว

      Hey Prakhar, I want to know about your project using JPA. Please reply me at nikhil.hiremath1marist@gmail.com.
      Thanks

    • @johnrobertcool
      @johnrobertcool 7 ปีที่แล้ว

      Hai did you implement weka using Spring MVC and JPA @Nikhil's

    • @dr.kiranbirgndu6322
      @dr.kiranbirgndu6322 7 ปีที่แล้ว

      I would also like to the answer for this.

  • @AnilMaheshwari2030
    @AnilMaheshwari2030 12 ปีที่แล้ว

    Good stuff! Crisp and clear. Thx.

  • @atulrayakwar5183
    @atulrayakwar5183 6 ปีที่แล้ว

    could you help me to visualize mean absolute error and root mean squared error and relative absolute error and root relative absolute error on WEKA tool

  • @gardner356
    @gardner356 12 ปีที่แล้ว +1

    wow. Incredibly helpful. Thank you!

  • @ThomasYYang
    @ThomasYYang 7 ปีที่แล้ว

    Is datarobot a commercial version of weka?

  • @barzah1983
    @barzah1983 11 ปีที่แล้ว

    please make more of these vids, they are great!!!

  • @samirsarsamss
    @samirsarsamss 10 ปีที่แล้ว

    Thanks dear for this useful video, but my question is how to create a Arff file? Thanks again

    • @radadadadee
      @radadadadee 9 ปีที่แล้ว

      Samir Sarsam if you use python there's an arff package for that, apparently. I haven't used it.

    • @samirsarsamss
      @samirsarsamss 9 ปีที่แล้ว +2

      channel5Thanks for the suggestion, unfortunately, I'm not a python user.
      In fact, it was long time since I posted this question, but now I'm totally different from that time - I know how to create an ARFF file with at east 2 different ways without using python. Regards

    • @radadadadee
      @radadadadee 9 ปีที่แล้ว +2

      Samir Sarsam you should post it here for future people finding this video that has your same problem.

    • @ishagupta6757
      @ishagupta6757 8 ปีที่แล้ว

      please post how to create arff file. I am new to weka. Thanks.

    • @radadadadee
      @radadadadee 8 ปีที่แล้ว +1

      Isha Gupta try RapidMiner is much better dealing with input files

  • @nidhigupta9687
    @nidhigupta9687 12 ปีที่แล้ว

    I used Weka for Association rule but could not understands their result in Apriori Algorithum.why conf:(1) is always calculates....

  • @ayattaha7288
    @ayattaha7288 12 ปีที่แล้ว

    i have problem when downloading my data as csv format into weka
    it consider all of them as one attribute i don't know the reason please help me

  • @vivekputhukode
    @vivekputhukode 5 ปีที่แล้ว

    I want the code for touch tracking....

  • @iqlaasismail9221
    @iqlaasismail9221 6 ปีที่แล้ว

    Hi. Can we get the data set ?

  • @vishalshinde6591
    @vishalshinde6591 7 ปีที่แล้ว

    nice video. but can you provide arff file ?

  • @PatriotaLeonardo
    @PatriotaLeonardo 11 ปีที่แล้ว

    where can i find this example .ARFF?

  • @paragverma_
    @paragverma_ 8 ปีที่แล้ว

    There's a significant noise in the audio...

  • @VivekShankarDesigns
    @VivekShankarDesigns 12 ปีที่แล้ว

    Hey Brandon !
    I really need your help... Im a beginner .. and i just stumbled upon weka .. How can I send serial data from an arduino board to weka ???.. i trying to map gestures collected from a custom sensor which sends out adc values ..

    • @anonymousanon7610
      @anonymousanon7610 2 ปีที่แล้ว

      You can try to dump the serial data into a .csv file. Then feed Weka with the file and try out a different ML classifier to label gestures.

  • @t.t.venkatesh8173
    @t.t.venkatesh8173 11 ปีที่แล้ว

    Great intro! Thanks!

  • @gokulnath1787
    @gokulnath1787 9 ปีที่แล้ว +4

    How to convert text file to ARFF File format?

    • @wannup
      @wannup 9 ปีที่แล้ว +2

      +Gokul nath
      1.- save as
      2.- change type from .txt to "all files"
      3.- rename like "notTextFile.arff"
      4.- hit save
      5.- success

    • @gokulnath1787
      @gokulnath1787 9 ปีที่แล้ว

      is work in windows8.1 operating system?

    • @wannup
      @wannup 9 ปีที่แล้ว

      Yeah I have it

    • @gokulnath1787
      @gokulnath1787 9 ปีที่แล้ว

      +Connor Kennway ok very thank u!!

    • @gokulnath1787
      @gokulnath1787 9 ปีที่แล้ว

      +Gokul nath I will try it..

  • @iuliqt
    @iuliqt 12 ปีที่แล้ว +1

    it was very helpful! Thank you!

  • @manaschhotray2297
    @manaschhotray2297 4 ปีที่แล้ว

    Loved it ❤️👍🙏🏼

  • @AmitKumar-zc9sw
    @AmitKumar-zc9sw 9 ปีที่แล้ว

    sir , how to analyse the results of clustering

    • @taringoo
      @taringoo 8 ปีที่แล้ว

      +Amit Kumar
      Weka doesnt work for clustering

  • @Faethin
    @Faethin 10 ปีที่แล้ว +1

    Thanks a lot Brandon!

  • @astrobleme
    @astrobleme 11 ปีที่แล้ว

    Good video Brandon, could you do some for Orange? orange.biolab.si

  • @apple225
    @apple225 12 ปีที่แล้ว

    Great Video. Very Helpful

  • @ronishouval
    @ronishouval 12 ปีที่แล้ว

    Thanks mate- very helpful video

  • @FarzanMaghami
    @FarzanMaghami 11 ปีที่แล้ว

    Thank you very much for sharing :)

  • @lucamantova3070
    @lucamantova3070 5 ปีที่แล้ว

    the only non-indian weka tutorial?

  • @soosmate
    @soosmate 7 ปีที่แล้ว

    Thanks, it's a great into!

  • @samrakhan1888
    @samrakhan1888 6 ปีที่แล้ว

    hello .. kindly help me to figure out that problem which is not letting my ARFF file to be loaded ... kindly respond me on your email i have emailed you ... please

  • @sonum8496
    @sonum8496 4 ปีที่แล้ว

    hello sir i want to know which software are installed for weka tool programming

    • @ripplerxeon
      @ripplerxeon 4 ปีที่แล้ว

      java is needed for weka .. after installing java you can just install weka software from there website ..

  • @shreekantpk
    @shreekantpk 12 ปีที่แล้ว

    Thank you!! Very helpful :)

  • @walterppk1989
    @walterppk1989 11 ปีที่แล้ว

    wow this is amazing

  • @edwinpedram
    @edwinpedram 11 ปีที่แล้ว

    thanks helpful but too long, a lot of unnecessary information or maybe it was just me since i had experience working with WEKA before

  • @Faustyn
    @Faustyn 12 ปีที่แล้ว

    thanks, it may be useful, but i still dont understand anything, and I have this project at my univeristy to do using weka ;/ and this program sucks so much

  • @khanhtruongquoc1504
    @khanhtruongquoc1504 7 ปีที่แล้ว

    I need it

  • @zahidhasan1972
    @zahidhasan1972 6 ปีที่แล้ว

    Many thanks sir

  • @chandankumarbehera3201
    @chandankumarbehera3201 11 ปีที่แล้ว +1

    good job

  • @tonyberber
    @tonyberber 12 ปีที่แล้ว

    very good, thank you

  • @SinarJourney
    @SinarJourney 6 ปีที่แล้ว

    im lost :(

  • @datbruvaful
    @datbruvaful 4 ปีที่แล้ว

    Thanks😁😉

  • @boazb4543
    @boazb4543 11 ปีที่แล้ว

    Thank you!

  • @eltenero
    @eltenero 11 ปีที่แล้ว

    Thanks a lot!

  • @cindystowe9198
    @cindystowe9198 8 ปีที่แล้ว

    CC videos

  • @kadirkkkk
    @kadirkkkk 3 ปีที่แล้ว

    I'm very new on ML. And find this vid very unuseful. Cause i think it'ld be better if you make a simple example from start to end. Not click and explain many many details on the way. On every click you have i ask "hey dude where is the solution?"

  • @arcfenix
    @arcfenix 12 ปีที่แล้ว

    thanks!!

  • @Yasconneh
    @Yasconneh 4 หลายเดือนก่อน

    Wut

  • @arikanAX
    @arikanAX 12 ปีที่แล้ว

    thank you : )

  • @manikantamunagala9291
    @manikantamunagala9291 8 ปีที่แล้ว

    yes.

  • @thenotyboi
    @thenotyboi 9 ปีที่แล้ว

    hanky pank

  • @zacaaaaa9252
    @zacaaaaa9252 9 ปีที่แล้ว

    Thanks !!!

  • @chinthakadissanayake1790
    @chinthakadissanayake1790 4 ปีที่แล้ว

    thankq sir

  • @AshishUX
    @AshishUX 8 ปีที่แล้ว

    Feed wet with weka :P

    • @shashb10
      @shashb10 7 ปีที่แล้ว

      feet wet re chutya

  • @safwanmohammad4391
    @safwanmohammad4391 ปีที่แล้ว

    very bad and time consuming...

  • @davidschmiedeberg4400
    @davidschmiedeberg4400 9 ปีที่แล้ว +1

    Hey, Brandon, we know how to read. You don't need to read your slides to us.

  • @KrunchymanTheBold
    @KrunchymanTheBold 9 ปีที่แล้ว

    How can I make WEKA find models for relationships other than linear? I'm trying to approximate trigonometric functions.