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Tag Archive for data-mining

Recommending new products using k-means clusters?

I’m trying to figure out the best way to recommend images based on past classifications using k-means clusters. What I have done is mapped the RGB values of a set of images, performed a k-means cluster analysis on those RGB values, and attached a “rating” to each image. This has created Voronoi cells similar to this graph. I’ve stored the cluster centers and ratings into my “training set”.

Recommending new products using k-means clusters?

I’m trying to figure out the best way to recommend images based on past classifications using k-means clusters. What I have done is mapped the RGB values of a set of images, performed a k-means cluster analysis on those RGB values, and attached a “rating” to each image. This has created Voronoi cells similar to this graph. I’ve stored the cluster centers and ratings into my “training set”.