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The goal now is to maximize the margin while softly penalizing points that lie on the wrong side of the margin boundary.
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The stability equation method and the parameter plane method are exploited to portray constant gain margin and phase margin boundaries.
The black solid curve indicates the SVM boundary, and the black dashed curves delineate the margin boundaries.
In this figure, the green circles represent the calculated distances between the iris images of different individuals, the red dots stand for those of the same individuals, the black solid line indicates the SVM boundary, and the black dashed lines delineate the margin boundaries.
The size and weight of carpelloid structures increased with the age of the fruit and for some fruits the carpel margin boundaries were split as carpelloid structures continued to grow to the outside of the fruit.
The electrical properties of basin-margin boundaries are compatible with the results of vertical electrical soundings and very-low-frequency electromagnetic surveys.
Thus, minimizing the loss function results in a maximum-margin decision boundary that best separates the two classes.
Painter aims for the conceptual heart of the race, but Roediger, the eminent abolitionist of whiteness, has always been more interested in its margins and boundaries.
However, there was a difference in the appearance of the tumour margins; the boundaries between the control tumours and the surrounding dermal tissue were poorly defined with clusters of carcinoma cells invading the dermis.
the separating boundary (margin size) at a non-terminal node obtained by the OVA-DB2-like approach is larger than the one by the OVA method.
It works on statistical machine learning principle, deriving maximum margin classification decision boundary while considering multiple variables, which in the present work has been plant specific dinucleotide density profiles variations with respect to the possible target position.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com