hmmgenerate
"symbols", symbols)"statenames", statenames)Output sequence and hidden states of a hidden Markov model.
Generate an output sequence and hidden states of a hidden Markov model.
The model starts in state 1 at step 0 but will not include
step 0 in the generated states and sequence.
transprob(i, j) is the probability of a transition to state
j given state i.
outprob(i, j) is the probability of generating output j
given state i.
1 to
columns (outprob).
1 to
columns (transprob).
If "symbols" is specified, then the elements of symbols are
used for the output sequence instead of integers ranging from 1 to
columns (outprob). symbols can be a cell array.
If "statenames" is specified, then the elements of
statenames are used for the states instead of integers ranging from
1 to columns (transprob). statenames can be a cell
array.
transprob = [0.8, 0.2; 0.4, 0.6]; outprob = [0.2, 0.4, 0.4; 0.7, 0.2, 0.1]; [sequence, states] = hmmgenerate (25, transprob, outprob) symbols = {"A", "B", "C"};
statenames = {"One", "Two"};
[sequence, states] = hmmgenerate (25, transprob, outprob, ...
"symbols", symbols, ...
"statenames", statenames)
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Source Code: hmmgenerate