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An algorithm is a set of one or more computations that will produce a calculated result. All statistics methods are algorithms. Algorithms can be simple, such as calculating a percentage, or can be very complex and require a computer for fast and accurate results.

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How do I select the "best" unsupervised machine learning algorithm to cluster my specific da...

For different algorithms (i.e. k-means, gmm...) I can iterate through different values and try to find the best solution for any given algorithm (i.e. ellbow-curve, silhouette-coefficient etc.). … But I get very different results - as expected with different algorithms. K-Means is good for spherical clusters, density-based approaches for totally different cluster shapes. …
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