Commit 3720ac00 authored by Ying-Qiu Zheng's avatar Ying-Qiu Zheng
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### How does smoothing (on individual resting-state data) change the results?
* After applying mean filtering of a gaussin kernel of 1.8mm sigma, residual predictions were greatly improved at dimension 25 ([figure1](figs/smooth25.png)) and dimension100 ([figure2](figs/smooth100.png)) using ICA basis
* After smoothing, however, using coefficients averaged from 100 best-matched subjects only marginally improved prediction accuracy compared with using randomly selected subjects: [figure3](figs/best100.png)
* After smoothing, however, using coefficients averaged from 100 best-matched subjects only marginally improved prediction accuracy compared with using randomly selected subjects: [figure3](figs/ukb_best100.png)
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