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Concept
T-Distributed Stochastic Neighbor Embedding
t-Distributed Stochastic Neighbor Embedding
(t-SNE) is a powerful
dimensionality reduction technique
particularly well-suited for
visualizing high-dimensional datasets
by
preserving local structures
and
revealing complex patterns
. It works by converting
similarities between data points
into
joint probabilities
and minimizing the
Kullback-Leibler divergence
between these probabilities in a
lower-dimensional space
, often used to create insightful
two or three-dimensional visualizations
.
Relevant Fields:
Computer Science and Data Processing 67%
Probability and Statistics 33%
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