How to automatically determine the compression rate in PCA?
Is there a computational methods to determine the amount of compression rate in PCA due to features dimension & count?
In the first n cols for reduction then perform reproject on one percentage of the data after it compute the difference with original data .If the validation is greater than the specified threshold select n cols else increase n and repeat loop.
Is this true? is there a better solution?
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