An Interpretable Compression and Classification System: Theory and Applications

no code implementations • 21 Jul 2019 • Tzu-Wei Tseng, Kai-Jiun Yang, C. -C. Jay Kuo, Shang-Ho, Tsai

Thanks to the linear property, the extracted and reduced features can be inversed to original data, like a linear transform such as Fourier transform, so that one can quantify and visualize the contribution of individual features towards the original data.

Classification Data Compression +1