🏢 Computer Science, University of Southern California
Capturing the denoising effect of PCA via compression ratio
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Machine Learning
Unsupervised Learning
🏢 Computer Science, University of Southern California
PCA’s denoising effect is quantified via a novel metric: compression ratio. This metric reveals PCA’s ability to reduce intra-community distances while preserving inter-community distances in noisy d…