Anas Elghafari anas-elghafari

WittmannF / compare-svm-kernels.py

Last active January 23, 2025 14:28

Visualization of SVM Kernels Linear, RBF, Poly and Sigmoid on Python (Adapted from: http://scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html)

	import numpy as np
	import matplotlib.pyplot as plt
	from matplotlib.colors import ListedColormap
	from sklearn.cross_validation import train_test_split
	from sklearn.preprocessing import StandardScaler
	from sklearn.datasets import make_moons, make_circles, make_classification
	from sklearn.svm import SVC

	h = .02 # step size in the mesh