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Classifer Separation

The motivation question to write this post was is lda a dimensionality reduction technique or a classifier in my point of view, based on results and efforts of implementation, the answers is that lda works fine in both modes, as well in classifier mode as in dimensionality reduction mode, i will give you supportive argument for this conclusion.