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support vector machines

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Machine Learning - Kernel SVM (Part 13)

May 3, 20244 min read

Until now, we had data which we could separate with a line. But what if we get data like this? Now we can't use any linear lines to separate...

Machine Learning : SVM (Part 12)

May 2, 20243 min read

Here we can see 2 Categories. Category 1 has red cross and Category 2 has green cross. Now we can create a line and and using 2 support vectors, we...

Machine Learning - Support Vector Regression (SVR) - Part 5

Apr 29, 20243 min read

So far in Linear regression we have seen linear lines . We could calculate the minimum error by summation of (y-y(hat))^2 You can remind it from this...