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.
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.
Logistic regression and Support Vector Machines (SVM) are both used for classification, but they approach the problem differently: Logistic Regression gives you a score between 0 and 1, showing how likely something belongs to a certain class. You can set a threshold(like 0.5) to decide which class it belongs to. Support Vector Machine (SVM) looks for the best line (or boundary) that separates different classes. It focuses on the points closest to the line (called support vectors). SVM can handle more complex patterns in data than logistic regression. So, while logistic regression is easy to understand and use, SVM can be better for tricky data where the classes are not easily separated. The choice depends on your specific needs!
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
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.
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Very Knowledgeable content i have ever saw about SVM on Utube
Thank you!
Can you explain how to infer the predicted value
Nice work Aarohi
Thank you!
Great explanation, it was really helpful, and covered everything i needed to carryout my quiz.
Thanks alot😋
Most welcome 😊
Great explanation Aarohi.
Thank you!
Nicely explained and easily understandable
Glad to hear that
Really useful to me aarohi....Thank you for such helpful videos...
Most welcome 😊
Thankyou....simple and good explanation
Glad you liked it!
Thank you for the detailed explanation mam
My pleasure 😊
Thanks alot, it really helped:)))
Glad it was helpful!
Good Explanation, it was helpful!!
Glad to hear that!
Great Explanation !!!
Thank you
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.
Thank you, simple and good explanation
Glad it was helpful!
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)
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.
Noted! I will upload more videos soon
can you please explain the plotting part in detail, thank you you made it easy but having some problems with the plotting part.
Hello mam, while checking accuracy score , It showing 'Y_Test' not defined. What to do?
Check the variables which you are using properly. This error simply means that you are using a variable which is not defined above.
🔥🔥🔥
Which dataset u used
Hie I have doubt , if logistics regression gives us value in 0 and 1 then why svm
Logistic regression and Support Vector Machines (SVM) are both used for classification, but they approach the problem differently:
Logistic Regression gives you a score between 0 and 1, showing how likely something belongs to a certain class. You can set a threshold(like 0.5) to decide which class it belongs to.
Support Vector Machine (SVM) looks for the best line (or boundary) that separates different classes. It focuses on the points closest to the line (called support vectors). SVM can handle more complex patterns in data than logistic regression.
So, while logistic regression is easy to understand and use, SVM can be better for tricky data where the classes are not easily separated. The choice depends on your specific needs!
Mam is there any assumptions about dataset before we go for SVM
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()
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
Not yet
@@CodeWithAarohi can u name any model that works like this?
i need code
WHILE IMPORTING SVC IT IS SHOWING VALUE ERROR WHAT SHOULD I DO
why we dont' use the gender in X test??
Hi,
Nice end to end Intuition!!!
Can get code for this example which you walk through
.
Thanks,
github.com/AarohiSingla/Support-Vector-Machine/blob/main/svm.ipynb
Why we not use logistics regression here?
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.
How about regression? Not classification Like give multiple variables as a an Input and Predict one Output
Yes we can do it but now you that sweet time has passed ❤you commented this 2 years ago❤😂😂❤
Your video is amazing.
I want the dataset that you have used and code. kindly send me the datasets and code.
github.com/AarohiSingla/SVM/blob/main/Social_Network_Ads.csv
I want Linear support vector machine code
Nice video!
Can you please share the dataset as well?
Thank you.
github.com/AarohiSingla/Detailed-Deep-Learning-Program/blob/main/Social_Network_Ads.csv
Mam please provide dataset
github.com/AarohiSingla/Detailed-Deep-Learning-Program/blob/main/Social_Network_Ads.csv
You must have done hyperparameter