Practical Example on Support Vector Machine | SVM Explained

Показать описание

In this video I have explained Support vector machine(SVM) with practical example.
SVM is a popular machine learning algorithm and mostly used for classification problems but we can use it for regression problems also.

The objective of the support vector machine algorithm is to find a hyperplane (Line)which is separating the classes of your dataset in a good way . For that we calculate a Margin. A margin is a gap between the line with the closest class points of the dataset. I have explained the whole concept in a video. Please go through it.

If you have any questions with what we covered in this video then feel free to ask in the comment section below & I'll do my best to answer your queries.

Please consider clicking the SUBSCRIBE button to be notified for future videos & thank you all for watching.
Support my channel 🙏 by LIKE ,SHARE & SUBSCRIBE

Support my channel 🙏 by LIKE ,SHARE & SUBSCRIBE

#SVM #SupportVectorMAchine #supportvectormachine #PifordTechnologies #AI #ArtificialIntelligence #DeepLearning #ML #MachineLearning #SupervisedLearning

Рекомендации по теме

Комментарии

Very Knowledgeable content i have ever saw about SVM on Utube

akashpatil

can you please explain the plotting part in detail, thank you you made it easy but having some problems with the plotting part.

admonitoring-pios

Great explanation, it was really helpful, and covered everything i needed to carryout my quiz.
Thanks alot😋

khuramshahzad

Nicely explained and easily understandable

preethamkursenga

Really useful to me aarohi....Thank you for such helpful videos...

bhagyashrimunde

Thank you for the detailed explanation mam

keerthisanju

Thankyou....simple and good explanation

usharani

Awesome explanation. All points related SVM explained in short video. But if we know the basic things about the SVM otherwise little bit difficult follow this video. I am requesting you to please do the video on basic things related SVM video then after this will be more helpful.

But anyway from my side your presentation and explanation is awesome. I am requesting you to please do the more videos.

I have seen machine learning Playlist I can able to see only few videos.

Thanks in advance.

naresh

If a column contain values like (-5.05, -6.00), while give x_train, y_train coding it gives, could not convert string to float :- -5.05.
So how to fix this problem.

suthaisahamed

Thank you, simple and good explanation

splashoui

How do we check if the X and y data have a linear relationship or not when we have more than two features in the input data (X)

themie_

Mam is there any assumptions about dataset before we go for SVM

mahalakshmisivanandham

Hello mam, while checking accuracy score, It showing 'Y_Test' not defined. What to do?

raghul

have u done any video on regression problem? for example i have a dataset of signals and want to predict the Noise in these signals. looking forward to ur reply. thanks

asraabid

If y'all don't get Y_Train executed in the plt.scatter(), and it pops "column vector y..." Just swap every Y_Train with Y_Train.values.ravel()

rolstu

why we dont' use the gender in X test??

adnanemehdaoui

Hi,
Nice end to end Intuition!!!
Can get code for this example which you walk through
.
Thanks,

NeeRaja_Sweet_Home

WHILE IMPORTING SVC IT IS SHOWING VALUE ERROR WHAT SHOULD I DO

vamsijogi

Your video is amazing.
I want the dataset that you have used and code. kindly send me the datasets and code.

AbdulRehman-fmzh

Why we not use logistics regression here?

amitghanekar

Practical Example on Support Vector Machine | SVM Explained

Support Vector Machine (SVM) in 2 minutes

Practical Example on Support Vector Machine | SVM Explained

Solved Support Vector Machine | Linear SVM Example by Mahesh Huddar

Support Vector Machine Optimization - Practical Machine Learning Tutorial with Python p.24

The Kernel Trick in Support Vector Machine (SVM)

#88 - Practical - SVM - Encoding | Practical Example on Support Vector Machine | SVM Explained

Support Vector Machine (SVM) in 7 minutes - Fun Machine Learning

How to draw a hyper plane in Support Vector Machine | Linear SVM – Solved Example by Mahesh Huddar

Week-11 | Soft-margin SVM and AdaBoost

Machine Learning Tutorial Python - 10 Support Vector Machine (SVM)

Support Vector Machine - SVM - Classification Implementation for Beginners (using python) - Detailed

Support Vector Machines Part 1 (of 3): Main Ideas!!!

How Support Vector Machine (SVM) Works Types of SVM Linear SVM Non-Linear SVM ML DL by Mahesh Huddar

How to implement SVM (Support Vector Machine) from scratch with Python

Support Vector Machine Fundamentals - Practical Machine Learning Tutorial with Python p.23

SVM Kernal- Polynomial And RBF Implementation Using Sklearn- Machine Learning

Practical Machine Learning: 5.3 - Support Vector Machine

Support vector machine in machine learning | Support vector machine python | SVM parameter tuning

Support Vector Machine (SVM) Part-1 ll Machine Learning Course Explained in Hindi

Support Vector Machine - How Support Vector Machine Works | SVM In Machine Learning | Simplilearn

Solved Support Vector Machine | Non-Linear SVM Example by Mahesh Huddar

svm example in hindi Urdu , support vector machine example in data mining machine learning hindi

Support Vector Machine Intro and Application - Practical Machine Learning Tutorial with Python p.20

Support Vector Machines: A Visual Explanation with Sample Python Code