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