Tag: Curse of dimensionality

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Machine learning: What is dimensionality reduction?

Added to Collection on: 2021-05-13 12:54:36

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Machine learning
Dimension reduction
Learning
Artificial intelligence
Cognition
Dimensionality reduction
Training, validation, and test sets
Feature extraction
Feature selection
Outline of machine learning
Feature
Curse of dimensionality

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Dimensionality Reduction Meaning, Techniques, and Examples | Spiceworks

Added to Collection on: 2022-12-23 03:48:44

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Learning
Dimension reduction
Machine learning
Artificial intelligence
Cognition
Dimensionality reduction
Feature extraction
Principal component analysis
Curse of dimensionality
Feature selection
Linear discriminant analysis
Factor analysis

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Memory-Efficient Embeddings - Towards Data Science

Added to Collection on: 2024-01-01 22:24:54

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Machine learning
Data mining
Categorical data
Categorical variable
Artificial neural networks
Curse of dimensionality
Embedding
Feature
Word embedding
Latent space

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Dimensionality Reduction Made Simple: PCA Theory and Scikit-Learn Implementation

Added to Collection on: 2024-02-07 19:20:50

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Machine learning
Dimension reduction
Free statistical software
Dimensionality reduction
Curse of dimensionality
Principal component analysis
Feature
Scikit-learn
Outline of machine learning
Random projection

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The Math Behind “The Curse of Dimensionality” | by Maxime Wolf - Towards Data Science

Added to Collection on: 2024-04-20 20:57:46

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SPHERES
Machine learning
Cubes
1
Curse of dimensionality
Numerical analysis
Dimension
N-sphere
Volume of an n-ball
Hypercube
Ball
K-nearest neighbors algorithm

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