This is by far the best explanation of SVM on youtube 👍

@chiraglamba5435

Жыл бұрын

Agreed!!!

@nguyenkhoanam8930

6 ай бұрын

@@chiraglamba5435 totally agreed after checked more than 10 videos so far

@shashwatvarenya1287

5 ай бұрын

Indeed... I'm really impressed with the explanation

Thank you so much, this is really helpful I finally understand now 24hr before my final

The world need this type of lecturers

أنت أفضل من شرح SVM انت من عالم آخر، أقدر لك جهدك الواضح على المحتوى حتى أفضل من Ng ❤❤❤

one of the best explanations I've found for SVM. Thank you.

This is so wonderful. This video makes me so happy. The best explanation so far on SVM.

Hi very good job, I looked in several videos, the explanation Wt+x =1 (-1), you are the only one to explain it.Bravo

@kalebnegussie8140

9 ай бұрын

I 1000000000000000000 agree. Most places I looked they just gave the formula as if it is well known without any explanations.

no words...no one will get disappoint after seeing this video. great......... It would be difficult for me to understand svm if i didnt see your video

Thank you sooooo much. the best ever in explaining SVM!!

Absolutely Amazing on explanation of how SVM work! and Subscribed*!

Finally understood the concept along with formula, thanks! 😀

This really filled a big gap in my understanding in SVM. Thank you so much.

great explanation of preliminary materials for svm

Thanks alot for this amazing video! Great explanation.

Great video on SVM from just line equation

Thank you very much. Very well explained.

Thanks for your explanation. I really like the mathematical formulation you are presenting. Makes me wonder why math instructor didn't relate the abstract ideas to applicable ones like you are doing here. Keep it going please 👍

too good for explaining the svm with its formulae

You saved my day. Thank you Andreas!

Wonderful. I needed to be led through that step by step. Thank you, thank you for making this video!

best video according to my knowledge

Very insightful. Keep up the good work.

Amazing explanation👍👍👍👍

Nice Explanation. Easy to grab 👏

beautifully explained

Thank you so much

epic explanation!

can you make a video about the dual form of SVM?

Excelent! Thank you

Just awesome!!!!

God bless you man ❤

How are you going to apply the SVM on the end

good video

One question, how did you determine the red line at the beginning there(separating hyperplane)? Along with its equation, was that arbitrary? Did you eyeball it? Or is there some method to determine it?

@tilestats

Жыл бұрын

I used a software, R, to get the optimal line. But if you would do this ”by hand”, you would just guess a line and then iterate to find the minimum of the cost function.

@gunasekhar8440

Ай бұрын

​@@tilestats at 13.57 you said divide by 8 right. But in the equation after an equal sign we have zeros right. Then how are we getting -1 and +1?

Bro please make a complete video on ANN algorithm (regression and classification)

@tilestats

5 ай бұрын

Artificial neural networks (ANN) kzread.info/head/PLLTSM0eKjC2cSNGs87NyD3Q22t_qBEROY

Can you make a separate video on kernel trick.

if we have yellow(3,3) intstead of yellow (3,4). How do we draw the straight line? how do we know the slope.

Hi this really is a very good video . Could you please explain why you multiply the equation by 4? Is it something that you always have to do in SVM? Thanks

@tilestats

4 ай бұрын

No, 4 was just an arbitrary number to simplify the calculations by hand.

Greate

Bro how do we calculate the lines -4x+4y+-4=0 and -4x+4y+12=0 with y=x-1

@tilestats

Жыл бұрын

You know that the lines should have a slope of 1, and that they should intercept the support vectors. Then you can calculate the intercepts of these lines, see for example here www.wikihow.com/Find-the-Y-Intercept

@beenarizvi9777

Жыл бұрын

We need the b (intercept) for the given points (3,4) to find this equation. Sub the values of x=3 and y=4 in the equation [-4x+4y+4=0], but instead of the intercept 4, take it as b. i.e. sub the values of (3,4) in [-4x+4y+b=0] -4.3 + 4.4 + b=0 -12 + 16 +b =0 b= -4 This -4 goes in the b of the [-4x+4y+b=0] and we get -4x+4y+ (-4)=0 Same steps for the next point (5,2): Sub (5,2) in the equation [-4x+4y+b=0] -4.5 + 4.2 + b =0 -20 + 8 + b =0 b = 12 Sub this b in the [-4x+4y+b=0] and we get -4x+4y+ (12)=0 Hope this helps

@muhammadumerprogrammer5488

10 ай бұрын

@@beenarizvi9777 how do we get -4 coefficient and +4 coefficient in -4x+4y + b=0

@harkatiyoussef9994

6 ай бұрын

@@beenarizvi9777 well said :)

8:02👌

Anybody why does he swap the values of x and y?

Make a video on Naive bayes classifier

@tilestats

Жыл бұрын

kzread.info/dash/bejne/q4auq9uQhqjHc7Q.html