/T_SNE_Plot

Plotting T-SNE result with coarse code

Primary LanguagePythonMIT LicenseMIT

※ This project is licensed under the terms of the MIT license. ※

T-SNE Plot

Language : Python 3

Package : numpy, scikit-learn, matplotlib

T-SNE for visualize two different group of data.

Be aware of T-SNE can reduce dimension to only 1~3.

Example of Results

This code visualizes high dimension data, and shows the possibility of classifying two groups; stroke group and normal old group.1

2D result - rev

[Fig 1] Result of visualizing data on 2D

1D result - rev

[Fig 2] Result of visualizing data on 1D

3D result - rev

[Fig 3] Result of visualizing data on 3D

Footnotes

  1. Won-Doo Seo*, Dae-Han Sim and Han Ul Yoon, "A Validation Study for Stroke Recovery Level Classification Using Robotic Rehabilitation EEG Data," Proceedings of KIIS Autumn Conference, Vol. 30, No. 2, pp. 109-110, Nov, 2020 ↩