IFD:EAI SoS21/course material/Session 4: Programming the Classifier Part1: Difference between revisions

IFD:EAI SoS21/course material/Session 4: Programming the Classifier Part1 (view source)

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 To be able to successfully classify a new point (a sound), the classifier actually only needs to know the <code>centroid of each class</code> and a way to <code>find the closest centroid</code> to our new point.
-As a first step the classifier needs to calculate the centroids. To do that we feed it with the following data:
+As a first step the classifier needs to calculate the centroids. For that it needs to know the
 * all our given points (=measurements of sounds)
-* for every point we tell the classifier to which class it belongs (=classLabels)
+* and to which class they belong (=classLabels)