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Unlike the KNNClassifier, predictions for the HMMClassifier are still done on a single process, and making predictions can therefore sometimes take a while. Predictions can be multi-processed in a similar way to the KNNClassifier (splitting test data into n chunks, and assigning each chunk to its own subprocess).
Fitting can also take a while with a large number of GMMHMMs, so it may be worth considering multi-processing for fitting too (divide GMMHMMs into n chunks, and each of the n subprocesses is responsible for fitting the GMMHMMs in its own chunk).
The text was updated successfully, but these errors were encountered:
KNNClassifier
, predictions for theHMMClassifier
are still done on a single process, and making predictions can therefore sometimes take a while. Predictions can be multi-processed in a similar way to theKNNClassifier
(splitting test data inton
chunks, and assigning each chunk to its own subprocess).GMMHMM
s, so it may be worth considering multi-processing for fitting too (divideGMMHMM
s inton
chunks, and each of then
subprocesses is responsible for fitting theGMMHMM
s in its own chunk).The text was updated successfully, but these errors were encountered: