Information Mandala: Statistical Distance Matrix With Clustering

• Published in: IEEE access Vol. 9; pp. 56563 - 56577
• Main Author: Lu, Xin
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.01.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Cluster analysis; Clustering; Clustering algorithms; Extraterrestrial measurements; hierarchical clustering; Jacobian matrices; Machine learning; Mandala; Mathematical analysis; Measurement; Metric space; Object recognition; Optimization; Pixels; Random variables; Statistical analysis; Statistical distance matrix; Support vector machines

In machine learning, observation features are measured in a metric space to obtain their distance function for optimization. Given similar features that are statistically sufficient as a population, a statistical distance between two probability distributions can be calculated for more precise learn...