Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Markov chain
statistical analysis |
| gptkbp:canBeDecodedBy |
gptkb:Viterbi_algorithm
|
| gptkbp:canBeTrainedBy |
gptkb:Baum-Welch_algorithm
|
| gptkbp:contrastsWith |
gptkb:continuous_HMM
|
| gptkbp:hasApplication |
time series analysis
sequence modeling |
| gptkbp:hasEmissionMatrix |
yes
|
| gptkbp:hasInitialStateDistribution |
yes
|
| gptkbp:hasObservationType |
discrete
|
| gptkbp:hasStateType |
hidden
|
| gptkbp:hasTransitionMatrix |
yes
|
| https://www.w3.org/2000/01/rdf-schema#label |
discrete HMM
|
| gptkbp:limitation |
cannot model continuous observations
|
| gptkbp:parameter |
transition probabilities
emission probabilities initial state probabilities |
| gptkbp:subspecies |
gptkb:Markov_model
|
| gptkbp:usedIn |
speech recognition
bioinformatics pattern recognition |
| gptkbp:bfsParent |
gptkb:Baum–Welch_algorithm
|
| gptkbp:bfsLayer |
7
|