October 2018
Intermediate to advanced
172 pages
4h 6m
English
Content preview from Machine Learning with scikit-learn Quick Start Guide
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Step 1 – Individual features as individual clusters
In the first step, each feature in the dataset is considered to be its own cluster. This is illustrated in the following diagram:
Each feature as a single cluster in the dendrogram
Each feature in the preceding diagram is one single cluster, at this point in time. The algorithm now searches to find the two features that are closest to each other, and merges them into a single cluster.
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