Ultra-intuitive machine learning tools

 

From: http://www.cvchina.info/2012/07/10/%e8%b6%85%e7%9b%b4%e8%a7%82%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%b7%a5%e5%85%b7/#more-3454

I accidentally discovered this when I checked the nirod's priell mailing archives. This is a software named mldemos and the effect is superb ~~
This visual machine learning software helps us understand different machine learning methods.

ML demos has been installed easily with Mac. DMG file. The following are some of my experiences with this software. There are two types: red dot and white dot.

Result of kernelized SVM:

Linear SVM can solve this problem.

Effect of using sigmoids:

The disc in the figure is the support vector)

However, there is an obvious drawback: Visualization can only be completed in two-dimensional space. Even though this software cannot replace the research on machine learning methods, visualization methods can help us better understand different machine learning methods.

If you are interested, you can click to download and play ~

Via: http://bickson.blogspot.com/2012/07/amazing-ml-visualization-software.html