Dimensionality reduction · Process of reducing the number of random variables under consideration · YYNN

Dimensionality reduction

? TBD

Process of reducing the number of random variables under consideration

Ratings
0

Nobody has rated this yet. Be the first!

Subclasses
2

Influences rating

Feature extraction

process of building informative, nonredundant derived values from an initial set of measured data to facilitate learning, generalization and interpretation

Feature selection

Process in machine learning and statistics

Subject of
3

MultiMAP: dimensionality reduction and integration of multimodal data

journal article from 'Genome Biology' published in 2021

Dimensionality Reduction based Transfer Learning applied to Pharmacogenomics Databases

scientific article published on 01 July 2018

The colors of our brain: an integrated approach for dimensionality reduction and explainability in fMRI through color coding (i-ECO)

scientific article published on 24 October 2021

Lists
0

Dimensionality reduction, or dimension reduction, is the transformation of data from a high-dimensional space into a low-dimensional space so that the low-dimensional representation retains some meaningful properties of the original data, ideally close to its intrinsic dimension. Working in high-dimensional spaces can be undesirable for many...

Subclass of

Facet of

Machine learning

Wikidata