Load two classes and two features of the iris dataset:
#load the libraries we have been usingimport numpy as npimport pandas as pdimport matplotlib.pyplot as pltfrom sklearn import datasetsiris = datasets.load_iris()X_w = iris.data[:, :2] #load the first two features of the iris data y_w = iris.target #load the target of the iris dataX = X_w[y_w != 0]y = y_w[y_w != 0]X_1 = X[y == 1]X_2 = X[y == 2]
Get scikit-learn Cookbook - Second Edition now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
Get Mark Richards’s Software Architecture Patterns ebook to better understand how to design components—and how they should interact.
Dive in for free with a 10-day trial of the O’Reilly learning platform—then explore all the other resources our members count on to build skills and solve problems every day.
Start your free trial Become a member now