Hierarchy view
perform dimensionality reduction
Description
Description
Reduce the number of variables or features for a dataset in machine learning algorithms through methods such as principal component analysis, matrix factorization, autoencoder methods, and others.
Alternative Labels
data feature engineering
data feature extraction
data feature selection
Kohonen self-organizing map
multidimensional scaling
t-distributed stochastic neighbor embedding
t-SNE
Skill type
skill
Skill reusability level
cross-sector skills and competences
Relationships
Broader concepts
Essential for
Optional for
Concept URI
Status
released
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