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Before training, the data should be scaled to zero mean and unit variance.
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Descriptor values were scaled to zero mean and unit standard deviation (autoscaling) prior to network training.
In all cases where physicochemical chemical properties were used, they were scaled to zero mean and unit variance.
The target protein features and physicochemical features in the input layer were scaled to zero mean and unit variance.
(7)In all experiments, inputs and outputs were scaled to zero mean and unit variance after the data generation procedure.
During this process, the values were scaled to zero by subtracting the bi-weight mean for all features on the array from each log2 ratio.
Negative values are scaled to zero as a baseline for no expression.
Growth values obtained from Warringer et al. (2011) for each environment were scaled to zero mean and unit variance.
The intensity values were scaled to zero mean and unit variance and then compared between rich growth YPD and a stress condition, as well as between the pairs of stress conditions.
The actuators are scaled to five times the size of the small hinge which results in planar membrane actuators of 0.95 × 0.25 m.
Once the watermark image is obtained, it is scaled to four times larger in size and voting and scaling are repeated as aforementioned, until it reaches the top of the tree.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com