Validation data
Term · Oil and gas · MLC-T-OAG-004005
A subset of a dataset used to evaluate the performance of a machine learning model during its training phase. It provides an unbiased evaluation of a model fit on the training dataset while tuning model hyperparameters. This data set is distinct from the training data and the test data.
| Identifier | MLC-T-OAG-004005 |
|---|---|
| Field | Oil and gas |
| Subject | Digital |
Record as JSON
{
"id": "MLC-T-OAG-004005",
"term": "Validation data",
"field": "Oil and gas",
"definition": "A subset of a dataset used to evaluate the performance of a machine learning model during its training phase. It provides an unbiased evaluation of a model fit on the training dataset while tuning model hyperparameters. This data set is distinct from the training data and the test data.",
"subject": "Digital",
"url": "https://mlchart.com/terminology/oil-and-gas/validation-data/"
}
Record 4,255 of 4,469 in Oil and gas terminology (MLC-0103). Request the full dataset.