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Effect of changing the length for which a kinematic label (hidden state) of “release” was applied for a five-component HMM unigram. Effects on classification error are shown for the overall accuracy of all states and specifically for release. The effect of changing the label length on the portion of all epochs that are labeled as release is also shown. Error bars are the standard deviation of the mean; error bars for release are present, but very small.
