Github user sscdotopen commented on the pull request: https://github.com/apache/incubator-spark/pull/564#issuecomment-34583075 Centering a sparse matrix like it is done in textbook PCA is a serious scalability bottleneck as it densifies the input matrix, not sure if you can apply the algorithm like this.
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- [GitHub] incubator-spark pull request: Principal Component A... rezazadeh
- [GitHub] incubator-spark pull request: Principal Component A... rezazadeh
- [GitHub] incubator-spark pull request: Principal Component A... rezazadeh
- [GitHub] incubator-spark pull request: Principal Component A... rezazadeh
- [GitHub] incubator-spark pull request: Principal Component A... rezazadeh
- [GitHub] incubator-spark pull request: Principal Component A... rezazadeh