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High Performance Classification or Similarity Algorithim for Mixed Data Types?

You have many option, one would be to train a classification model where you encode categorical features with one-hot encoding and let the algorithm do the rest. With similarity measures I would ...
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Can clustering results based on probability be used for supervised learning?

It's perfectly possible to use the results of clustering as features to train a supervised model... but this is not what you're asking, as far as I understand. To have any kind of supervised learning, ...
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