SVR - Supprot Vector Regression
non - linear data
Small - Mdiuem size
complex data
can handle linear data also
robust for overfitting
sensitive to feature scaling
SVR can use a mathematical trick called the kernel trick
kernel trick : RBF, Sigmoid, Polynomial, Linear Kernal
best when the data is continuous and smooth (e.g., a sine wave, gradual curves)