Definition, Meaning & Synonyms | English word HYPERPARAMETER
HYPERPARAMETER
Definitions of HYPERPARAMETER
- (Bayesianstatistics) A parameter of a prior (as distinguished from inferred parameters of the model for the underlying system under analysis).
- (machine learning) A parameter whose value is set before the learning process begins.
Number of letters
14
Is palindrome
No
Examples of Using HYPERPARAMETER in a Sentence
- One may take a single value for a given hyperparameter, or one can iterate and take a probability distribution on the hyperparameter itself, called a hyperprior.
- One can analogously call the posterior distribution on the hyperparameter the hyperposterior, and, if these are in the same family, call them conjugate hyperdistributions or a conjugate hyperprior.
- For example, a typical soft-margin SVM classifier equipped with an RBF kernel has at least two hyperparameters that need to be tuned for good performance on unseen data: a regularization constant C and a kernel hyperparameter γ.
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