Cluster analysis
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Cluster analysis, or clustering, is a data analysis technique aimed at partitioning a set of objects into groups such that objects within the same group exhibit greater similarity to one another than
Clustering applied to patient medical profiles to identify subgroups with similar health characteristics, supporting precision medicine approaches.
Schematic of a clustering-based analysis framework applied to environmental and earth science data.
Machine learning
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Machine learning is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perf
Cluster analysis
…used in many fields, including pattern recognition, image analysis, information retrieval, bioinformatics, data compression, computer graphics and machine learning. Cluster analysis refers to a family of algorithms and tasks rather than one specific algorithm. It can be achieved by various algorithms that differ…
A decision tree showing survival probability of passengers on the Titanic
The real Glenfinnan Viaduct with The Jacobite on it