MLchartDataset catalogue

Hidden Markov model

Term · Environment · MLC-T-ENV-013223

A statistical model in which the system being modeled has unknown parameters, but the hidden parameters can be determined from the observable parameters. While the state is not directly visible, the variables influenced by the state are visible. Each state has a probability distribution over the possible output tokens. Therefore the sequence of tokens generated by a Hidden Markov Model (HMM) gives some information about the sequence of states.

Table 1. Record
IdentifierMLC-T-ENV-013223
FieldEnvironment
SubjectResearch
ReferencesNational Cancer Institute Thesaurus (CC BY 4.0)
Record as JSON
{
  "id": "MLC-T-ENV-013223",
  "term": "Hidden Markov model",
  "field": "Environment",
  "term_source": "Hidden Markov Model",
  "definition": "A statistical model in which the system being modeled has unknown parameters, but the hidden parameters can be determined from the observable parameters. While the state is not directly visible, the variables influenced by the state are visible. Each state has a probability distribution over the possible output tokens. Therefore the sequence of tokens generated by a Hidden Markov Model (HMM) gives some information about the sequence of states.",
  "subject": "Research",
  "references": [
    "National Cancer Institute Thesaurus"
  ],
  "url": "https://mlchart.com/terminology/environment/hidden-markov-model/"
}

Record 12,895 of 29,894 in Environment terminology (MLC-0121). Request the full dataset.