The conversation between human and AI assistant.
What are the advantages of spectral clustering over k-means clustering?
Can you tell me about the advantages of spectral clustering over k-means clustering?
Sure. Spectral clustering can handle non-linearly separable data by projecting it into a higher dimensional space, whereas k-means clustering can only handle linearly separable data. Additionally, spectral clustering does not make any assumptions about the shape, size, or number of clusters in the data.