MLchartDataset catalogue

Supervised learning

Term · Oil and gas · MLC-T-OAG-003695

A machine learning paradigm where an algorithm learns from a labeled dataset, which includes input data and corresponding correct output values. The model identifies patterns and relationships between inputs and outputs to make predictions on new, unseen data. This method is used for tasks such as predicting reservoir properties or classifying seismic data.

Table 1. Record
IdentifierMLC-T-OAG-003695
FieldOil and gas
SubjectDigital
Record as JSON
{
  "id": "MLC-T-OAG-003695",
  "term": "Supervised learning",
  "field": "Oil and gas",
  "definition": "A machine learning paradigm where an algorithm learns from a labeled dataset, which includes input data and corresponding correct output values. The model identifies patterns and relationships between inputs and outputs to make predictions on new, unseen data. This method is used for tasks such as predicting reservoir properties or classifying seismic data.",
  "subject": "Digital",
  "url": "https://mlchart.com/terminology/oil-and-gas/supervised-learning/"
}

Record 3,917 of 4,469 in Oil and gas terminology (MLC-0103). Request the full dataset.