Support Vector Machines

Support Vector Machines
Topic flow
2 mins
The Concept of a Hyperplane
5 mins
Maximum Margin Classifier
4 mins
Limitations of Maximum Margin Classifier
3 mins
Support Vector classifiers
10 mins
Limitations of Support Vector Classifiers
2 mins
Kernel Based Support Vector Machines
7 mins
The Data set for the Classification problem
2 mins
Importing Data into R
8 mins
Test-Train Split
6 mins
Classification SVM model using Linear Kernel
17 mins
Hyperparameter Tuning for Linear Kernel
7 mins
Polynomial Kernel with Hyperparameter Tuning
11 mins
Radial Kernel with Hyperparameter Tuning
7 mins
The Data set for the Regression problem
3 mins
SVM based Regression Model in R
12 mins