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The margin must be maximal in order to obtain a classifier that has not adapted too much to the training data, i.e. with good generalization characteristics.
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a A data tree T, b Homomorphic patterns on T. Maximal patterns In order to define maximal homomorphic frequent patterns, we introduce a specificity relation on patterns: A pattern (P_1) is more specific than a pattern (P_2) (and (P_2) is less specific than (P_1)) iff there is a homomorphism from (P_2) to (P_1) but not from (P_1) to (P_2).
Firstly, we propose a community division scheme based on maximal tree in order to help retrieve the content conveniently and effectively.
The partitioning of a synchronous system is achieved by unbundling the input transitions and allowing the output transitions to fire in maximal steps, in order to enable asynchronous communication in a distributed environment.
Furthermore, life-history analysis using optimality modelling predicts that in such conditions, poor quality individuals should not reproduce at a maximal rate in order to maintain enough resources like livestock to marry off their children [32].
Models were also placed and rimmed into maximal occlusion in order to perform measurements with a digital sliding calliper with a 0.01-mm resolution [ 26].
Notably, dismissals are modeled as assignments of patients to a residual category of beds (at a maximal cost) in order to guarantee the solvability of the assignment problem.
Selecting new bacterial strains or improving bacterial strains is a prerequisite and effective solution in industrial applications and will be important for maximal production in order to get better yield in starch industry [ 5, 6].
The controller titrates the positive end-expiratory pressure (PEEP) and tidal volume (VT) to ventilate the lung at its maximal compliance in order to avoid excessive lung overinflation as well as underinflation.
These findings support the hypothesis that elderly having more muscle strength probably need to engage less of their maximal strength in order to perform daily activities, and thus get less easily fatigued.
The proposed transmit power control strategy is based on the balancing of the SU transmit power level between minimal required to satisfy QoS requirements and maximal permissible level in order to avoid interference with the PUs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com