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The path of each decision tree in the random forest from the root to this leaf contains a sequence of features chosen as split functions.
In a PSG rule, a complex sequence of features on the right hand side of the rule can be represented by a smaller number of symbols or even just one symbol on the left hand side of the rule.
Thus, polynomial coefficients tend to also have very similar values and hence HMMs cannot observe a characteristic sequence of features that unfolds in time for every supported semantic class.
Importantly, WES requires previous knowledge of the location and sequence of features to target them, whereas WGS covers the entire genome.
This untargeted approach proves particularly useful when quantifying gene expression in polymorphic cell lines and in organisms with a nonexistent or provisional reference genome where the sequence of features to be quantified is unknown [ 1, 2].
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The time sequence of feature vector data is then divided into segments of fixed length, such as 2 seconds.
They take a sequence of feature vectors as inputs and generate a sequence of labels, which can be further modified during post-processing.
The delta and delta-delta features were obtained by fitting a linear regression on the sequence of feature values that span the 90-ms intervals.
For the purpose of this discussion, we do not distinguish between a sequence of feature vectors and a sample utterance in the remaining part of this paper.
Let O s)={o s,1),o s,2),⋯,o s,T)} denote the sequence of feature vectors of the adaptation data for speaker s.
In order to generate training material, the sequence of feature vectors is first segmented according to the ground-truth labels so that each segment contains one chord.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com