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Fossil evidence was used to calibrate the minimum age of Centrophoridae, Etmopteridae and Dalatiidae to be 65 Ma (C/T boundary) with a soft upper bound of 100 Ma (beginning of the Upper Cretaceous).
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With a soft boundary the structure represents a "region" whose boundary can be overlapped (whether a particle belongs to the structure or the surrounding is then decided by the position of the particle's center).
While ANNs are prone to overfitting, an SVM classifier provides us with a soft decision boundary and hence a superior generalization capability.
A more subtle advantage of this approach is its ability to generate probability maps for the boundaries, providing a "soft" classification of their positions.
"A big man with a soft heart.
"Maria is steel with a soft center.
He speaks slowly, with a soft voice.
Apply it with a soft rag.
He spoke with a soft, quiet voice.
Wednesday morning started with a soft open.
With a soft "j".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com