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Practical Example on Support Vector Machine | SVM Explained 

Code With Aarohi
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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.
Dataset link: github.com/AarohiSingla/SVM/b...
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.
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#SVM #SupportVectorMAchine #supportvectormachine #PifordTechnologies #AI #ArtificialIntelligence #DeepLearning #ML #MachineLearning #SupervisedLearning

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25 июн 2020

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Комментарии : 51   
@suthaisahamed9742
@suthaisahamed9742 Год назад
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.
@akashpatil2422
@akashpatil2422 Год назад
Very Knowledgeable content i have ever saw about SVM on Utube
@CodeWithAarohi
@CodeWithAarohi Год назад
Thank you!
@themie_
@themie_ 5 месяцев назад
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)
@mahalakshmisivanandham7606
@mahalakshmisivanandham7606 2 года назад
Mam is there any assumptions about dataset before we go for SVM
@splashoui3760
@splashoui3760 3 года назад
Thank you, simple and good explanation
@CodeWithAarohi
@CodeWithAarohi 3 года назад
Glad it was helpful!
@khuramshahzad9089
@khuramshahzad9089 2 года назад
Great explanation, it was really helpful, and covered everything i needed to carryout my quiz. Thanks alot😋
@CodeWithAarohi
@CodeWithAarohi 2 года назад
Most welcome 😊
@ruchitakakade7642
@ruchitakakade7642 2 года назад
Which dataset u used
@anaghakamble1293
@anaghakamble1293 2 года назад
Good Explanation, it was helpful!!
@CodeWithAarohi
@CodeWithAarohi 2 года назад
Glad to hear that!
@sumeetracharla9316
@sumeetracharla9316 3 года назад
Great Explanation !!!
@CodeWithAarohi
@CodeWithAarohi 3 года назад
Thank you
@engineer5851
@engineer5851 Год назад
🔥🔥🔥
@bhagyashrimunde5305
@bhagyashrimunde5305 3 года назад
Really useful to me aarohi....Thank you for such helpful videos...
@CodeWithAarohi
@CodeWithAarohi 3 года назад
Most welcome 😊
@keerthisanju9491
@keerthisanju9491 Месяц назад
Thank you for the detailed explanation mam
@CodeWithAarohi
@CodeWithAarohi Месяц назад
My pleasure 😊
@usharani3433
@usharani3433 2 месяца назад
Thankyou....simple and good explanation
@CodeWithAarohi
@CodeWithAarohi 2 месяца назад
Glad you liked it!
@preethamkursenga7413
@preethamkursenga7413 2 месяца назад
Nicely explained and easily understandable
@CodeWithAarohi
@CodeWithAarohi 2 месяца назад
Glad to hear that
@vamsijogi8994
@vamsijogi8994 5 месяцев назад
WHILE IMPORTING SVC IT IS SHOWING VALUE ERROR WHAT SHOULD I DO
@thewisearchitect
@thewisearchitect 10 месяцев назад
Great explanation Aarohi.
@CodeWithAarohi
@CodeWithAarohi 10 месяцев назад
Thank you!
@raghul7291
@raghul7291 2 года назад
Hello mam, while checking accuracy score , It showing 'Y_Test' not defined. What to do?
@CodeWithAarohi
@CodeWithAarohi 2 года назад
Check the variables which you are using properly. This error simply means that you are using a variable which is not defined above.
@mohammadghaziasgar3160
@mohammadghaziasgar3160 Год назад
Thanks alot, it really helped:)))
@CodeWithAarohi
@CodeWithAarohi Год назад
Glad it was helpful!
@sadafmehdi2991
@sadafmehdi2991 2 года назад
How about regression? Not classification Like give multiple variables as a an Input and Predict one Output
@naresh6961
@naresh6961 2 года назад
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.
@CodeWithAarohi
@CodeWithAarohi 2 года назад
Noted! I will upload more videos soon
@adnanemehdaoui5487
@adnanemehdaoui5487 Год назад
why we dont' use the gender in X test??
@asraabid517
@asraabid517 2 года назад
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
@CodeWithAarohi
@CodeWithAarohi 2 года назад
Not yet
@asraabid517
@asraabid517 2 года назад
@@CodeWithAarohi can u name any model that works like this?
@NeeRaja_Sweet_Home
@NeeRaja_Sweet_Home 3 года назад
Hi, Nice end to end Intuition!!! Can get code for this example which you walk through . Thanks,
@CodeWithAarohi
@CodeWithAarohi 3 года назад
github.com/AarohiSingla/Support-Vector-Machine/blob/main/svm.ipynb
@mohammadali-yy8op
@mohammadali-yy8op Год назад
i need code
@pspkpawankalya
@pspkpawankalya 2 года назад
I want Linear support vector machine code
@rolstu
@rolstu Год назад
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()
@AbdulRehman-fm1zh
@AbdulRehman-fm1zh Год назад
Your video is amazing. I want the dataset that you have used and code. kindly send me the datasets and code.
@CodeWithAarohi
@CodeWithAarohi Год назад
github.com/AarohiSingla/SVM/blob/main/Social_Network_Ads.csv
@amitghanekar7492
@amitghanekar7492 Год назад
Why we not use logistics regression here?
@CodeWithAarohi
@CodeWithAarohi Год назад
Logistic Regression is a linear classifier, which means it only generates linear decision boundaries between classes. On the other hand, SVMs can generate non-linear decision boundaries by transforming the data into a higher dimensional space and finding the optimal boundary in that space.
@biseshjoshi143
@biseshjoshi143 2 года назад
Nice video! Can you please share the dataset as well? Thank you.
@CodeWithAarohi
@CodeWithAarohi 2 года назад
github.com/AarohiSingla/Detailed-Deep-Learning-Program/blob/main/Social_Network_Ads.csv
@abhishekbhardwaj3736
@abhishekbhardwaj3736 2 года назад
Mam please provide dataset
@CodeWithAarohi
@CodeWithAarohi 2 года назад
github.com/AarohiSingla/Detailed-Deep-Learning-Program/blob/main/Social_Network_Ads.csv
@ajaykushwaha4233
@ajaykushwaha4233 Год назад
You must have done hyperparameter
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