Iris Species

The Iris dataset was used in R.A. Fisher's classic 1936 paper, The Use of Multiple Measurements in Taxonomic Problems, and can also be found on the UCI Machine Learning Repository. It includes three iris species with 50 samples each as well as some properties about each flower. One flower species is linearly separable from the other two, but the other two are not linearly separable from each other.

搜集汇总

背景与挑战

背景概述

Iris数据集源自R.A. Fisher 1936年的经典论文，也可在UCI机器学习库获取。该数据集包含三种鸢尾花物种，每种50个样本，并记录了花萼长度、花萼宽度、花瓣长度、花瓣宽度等属性，其中一种物种与其他两种线性可分，而另外两种之间则不是线性可分的。