For linear SVMs, features associated with the training set are given positive weights, those associated with the controls are given negative weights, and irrelevant features receive zero weight.
However, residue centrality and relative solvent accessibility (features which were given positive weights) jointly encode for presence in a cleft; i.e. if a residue is both near the center of the molecule and exposed, it must be in a deep cleft.
In this context, frequency of 'health service attendance', and 'trying to lose weight' were given positive scores.
Let be a sequence of real numbers belonging to an interval, and let be a sequence of given positive weights associated to and satisfying.
Let x = { x 1, x 2, …, x n } be a sequence of real numbers belonging to a given real interval I, and let p = { p 1, p 2, …, p n } be a sequence of given positive weights associated to x and satisfying p 1 + p 2 + ⋯ + p n = 1.
For the PhS, 4 of the concepts related more to physical health were given a positive weight (PF, RP, BP, and GH), while 6 related more to psychosocial assessments were weighted negatively.
Green links are have positive weight; red links have negative weight.
The cultural use should be given more weight.
On the positive side, the essentially serious tenor of the evening allows the real pain that Claudio causes to be given its due weight.
In particular, false positives can be given more or less weight than false negatives.
