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As discussed in tedana #636, the maPCA in tedana currently does not normalize data before performing PCA.
@tsalo already added the normalize option when he restructured the toolbox to be sklearn compatible. However, as I mentioned in the PR, I think we should add an if statement that checks the data is already z-scored and normalizes the data when it isn't. I'd remove the normalize option and do the normalization by default.
The text was updated successfully, but these errors were encountered:
eurunuela
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maPCA does not currently z-score data before performing PCA
maPCA in tedana does not currently z-score data before performing PCA
Jan 19, 2021
As discussed in tedana #636, the maPCA in tedana currently does not normalize data before performing PCA.
@tsalo already added the
normalize
option when he restructured the toolbox to be sklearn compatible. However, as I mentioned in the PR, I think we should add an if statement that checks the data is already z-scored and normalizes the data when it isn't. I'd remove thenormalize
option and do the normalization by default.The text was updated successfully, but these errors were encountered: