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超参数优化 · Vinony

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EntityQ48996162· pop 12· linked from 47 articles

超参数优化

Also known as hyperparameter tuning

choosing a set of optimal hyperparameters for a learning algorithm

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Connections

evolutionary algorithm

Categories

Machine learning Mathematical optimization Model selection

Sources

wikipedia.externallinksexternallink

via Wikidata sitelinks · CC0

International Standard Book Number

Entity

digital object identifier

machine learning

Cartesian product

National Taiwan University

differentiable function

pattern recognition

support vector machine

statistical classification

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What links here47 pages

Artificial intelligence engineering

model selection

parameter space

fairness in machine learning

automated machine learning

feature selection

genetic algorithm

glossary of artificial intelligence

multi-task learning

Bayesian optimization

dimensionality reduction

k-nearest neighbors algorithm

machine learning

convolutional neural network

bias–variance tradeoff

support vector machine

Similar entities

Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).

Adaptive optimization

Entitydist 0.51

training, validation, and test data sets

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efficiently updatable neural network

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decision tree learning

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incremental learning

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rule-based machine learning

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Learning automata

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learning classifier system

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automated machine learning

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vanishing gradient problem

Entitydist 0.65

Domain Adaptation

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ACM Computing Classification System

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