Table | Description |
---|---|
InitialStateProbs | InitStateTable, output by either HMMUnsupervised or HMMSupervised. For schema, see HMMUnsupervised Output or HMMSupervised Output. |
TransitionProbs | StateTransitionTable, output by HMMUnsupervised or HMMSupervised. |
EmissionProbs | EmissionTable, output by HMMUnsupervised or HMMSupervised. |
ObservationTable | Contains newly observed sequences. Has same schema as HMMUnsupervised Input table. |
InitialStateProbs Schema
Column | Data Type | Description |
---|---|---|
model_key_attribute | Any | Model attribute in column specified by InitStateModelColumn syntax element. |
state_key_attribute | Any | Symbol defining hidden state. |
probability | DOUBLE PRECISION | Initial probability of hidden state. |
TransitionProbs Schema
Column | Data Type | Description |
---|---|---|
model_attribute | Any | Model attribute in column specified by TransAttributeColumn syntax element. |
from_state_key_attribute | Any | Symbol defining hidden state from which a transition emanates. |
to_state_key_attribute | Any | Symbol defining hidden state to which a transition is made. |
probability | DOUBLE PRECISION | Probability of transition from from_state to to_state. |
EmissionProbs Schema
Column | Data Type | Description |
---|---|---|
model_attribute | Any | Model attribute in column specified by EmitModelColumn syntax element. |
state_key_attribute | Any | Symbol defining hidden state. |
observed_key_attribute | Any | Symbol defining observation value. |
probability | DOUBLE PRECISION | Probability of emitting observed symbol, given that HMM is in hidden state. |