Machine Learning
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t-SNE
Quick Definition
Nonlinear technique for visualizing high-dimensional data
Full Definition
A nonlinear dimensionality reduction technique well suited for visualizing high-dimensional datasets.
Examples
data visualization, cluster exploration, feature analysis
Related Terms
dimensionality-reduction
pca
umap
More Machine Learning Terms
Regularization
Techniques constraining model complexity to prevent overfitting
Active Learning
Algorithm selecting most informative data points for labeling
Dimensionality Reduction
Reducing feature count while preserving important information
Multi-Task Learning
Training one model for multiple related tasks simultaneously
K-Means
Partitioning data into k clusters by updating centroids
Bias-Variance Tradeoff
The tension between model simplicity and complexity errors