Jump to content

File:Principal tree for Iris data set.png

Page contents not supported in other languages.
This is a file from the Wikimedia Commons
From Wikipedia, the free encyclopedia

Original file (1,240 × 720 pixels, file size: 36 KB, MIME type: image/png)

Summary

Description
English: An example of the so-called "metro map" for the classical Iris flower data set [1]. The data set is approximated by the closest tree with some penalty for the excessive number of nodes, bending and stretching. The data points are projected into the closest node. For each node, the pie diagram of the projected points is prepared. The area of the pie is proportional to the number of the projected points. It is clear that the absolute majority of the samples of the different Iris species belong to the different nodes. Only a small fraction of Iris-virginica is mixed with Iris-versicolor (the mixed blue-grin nodes in the Fig.). Therefore, the three species of Iris (Iris setosa, Iris virginica and Iris versicolor) are separable by the unsupervising procedures of nonlinear principal component analysis. To discriminate them, it is sufficient just to select the corresponding nodes on the principal tree.
Date
Source Own work
Author Agor153

Licensing

I, the copyright holder of this work, hereby publish it under the following license:
w:en:Creative Commons
attribution share alike
This file is licensed under the Creative Commons Attribution-Share Alike 3.0 Unported license.
You are free:
  • to share – to copy, distribute and transmit the work
  • to remix – to adapt the work
Under the following conditions:
  • attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
  • share alike – If you remix, transform, or build upon the material, you must distribute your contributions under the same or compatible license as the original.

References

  1. ↑ A. N. Gorban, A. Zinovyev. Principal manifolds and graphs in practice: from molecular biology to dynamical systems, International Journal of Neural Systems, Vol. 20, No. 3 (2010) 219–232.

Captions

Add a one-line explanation of what this file represents

Items portrayed in this file

depicts

inception

30 December 2007

File history

Click on a date/time to view the file as it appeared at that time.

Date/TimeThumbnailDimensionsUserComment
current15:52, 13 May 2012Thumbnail for version as of 15:52, 13 May 20121,240 × 720 (36 KB)Agor153

The following page uses this file:

Global file usage

The following other wikis use this file:

Metadata

This file contains additional information, probably added from the digital camera or scanner used to create or digitize it.

If the file has been modified from its original state, some details may not fully reflect the modified file.

Retrieved from "https://wiki.riteme.site/wiki/File:Principal_tree_for_Iris_data_set.png"