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Since the MB mode decision, and hence the thresholds, depends on the quantification parameter (QP) used in the H.264/AVC stage, the residual, the mean and the variance thresholds will be different at each QP.
Subsets for clustering were selected using global variance thresholds.
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Chou's method uses a mean threshold of 128 and a variance threshold of 10 with a block size 3 × 3.
The solution adopted was the second one, to develop a single decision tree for a QP and adjust the mean and the variance threshold used by the trees on the basis of the QP.
One can lower the variance threshold to expand the search space if longer computing time can be tolerated.
In the present study, we examined accuracy (directional enumeration error), variance (threshold) and speed of visual counting in observers over the lifespan, from 21 to 85.
Finally, a small variance threshold is used to determine whether the system has reached a steady state.
While the first PC explains the most variance in gene expression, lower PCs (exceeding our variance threshold) were retained in order to capture different aspects of cluster variance.
The user is warned if there is an extreme variance between actual and dosing weight, and the variance threshold is configurable by care area.
The first three patterns are significant according to the relative variance threshold, t, described by Everitt and Dunn (2001) [ 7], 0.7/ n (n = 491 → t = 0.00142).
Introducing a second variance threshold might improve identification of unexpressed genes, but a larger study examining more genes would be required to develop such a rule.
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