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Timeline for Is K-Means used the right way?

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May 25, 2016 at 12:04 comment added McBoman I think I just understood what you meant. What if I put the ratio and count in a k-mean calculation, then save the clusters as a value on the schema so for the next computation I have the following values: Ratio, Count, Current Cluster. Then I can time series the data and look at if the cluster of the word change over time. Does that make sense?
May 25, 2016 at 10:39 comment added Andrew Jackson I'm not familiar enough with supervised machine learning to confidently say so. That is my feeling though. Like I mentioned in my answer, you could still see if the pattern of clusters is actually present by comparing the k-means results to your hypothesis though.
May 25, 2016 at 6:22 comment added McBoman As you said, I won't be able to determine the groups I will end up with. Is this more like a supervised problem than a unsupervised problem?
May 25, 2016 at 0:26 history answered Andrew Jackson CC BY-SA 3.0