curse of dimensionality

GPTKB entity

Statements (26)
Predicate Object
gptkbp:instanceOf gptkb:mathematical_concept
gptkbp:affects gptkb:machine_learning
data analysis
numerical analysis
optimization
gptkbp:coinedBy gptkb:Richard_Bellman
1961
gptkbp:describes phenomena that arise when analyzing and organizing data in high-dimensional spaces
https://www.w3.org/2000/01/rdf-schema#label curse of dimensionality
gptkbp:problemIn gptkb:geometry
gptkb:machine_learning
statistics
numerical integration
optimization
pattern recognition
data mining
gptkbp:relatedTo dimensionality reduction
feature selection
overfitting
nearest neighbor search
combinatorial explosion
data sparsity
distance metrics
high-dimensional space
gptkbp:bfsParent gptkb:Theory_of_Machine_Learning
gptkbp:bfsLayer 4