Concept graph
Glossary
Short definitions with deeper context and cross-links to sibling terms.
Model Training
grid-search
A method for hyperparameter optimization that exhaustively searches through a specified subset of hyperparameters.
Modeling
Hyperparameter
A parameter whose value is set before the learning process begins.
Machine Learning
Hyperparameter Tuning
The process of optimizing the parameters that govern the training process of a machine learning model.
Model Training
hyperparameter-optimization
The process of tuning the parameters that control the learning process of a model.
Machine Learning
Hyperparameters
Settings or configurations that govern the training process of a machine learning model.
Model Training
Learning Rate
The learning rate is a hyperparameter that controls how much to change the model weights in response to the estimated error each time the model weights are updated.