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Let x be an instance, then DP x is the associated decision profile.
The decision profile for an instance contains the support (e.g. the posterior probability) by every classifier for every class.
For a new sample, the corresponding decision profile is computed and compared to the decision templates for all classes using a suitable distance measure.
Instead of computing the similarity between a decision template and the decision profile, a more complex computation is carried out as described in detail in [20].
The aims of this study were to develop a validated questionnaire, the "Major Life Changing Decision Profile" (MLCDP) and to evaluate its psychometric properties.
MLCDs: Major life changing decisions; MLCD: Major life changing decision; MLCDP: Major life changing decision profile; HRQoL: Health-related quality of life; SPSS16: Statistical package for the social sciences; KMO: Kaiser-Meyer-Olkin; QoL: Quality of life The authors declare that they have no competing interests.
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The standard approach adopts strong assumptions on the candidates for the solution, which typically consist in restricting the analysis to decision profiles q that are piecewise differentiable.
The aim is to characterize a vector P q) of policy-functions and a vector q of decision profiles, which optimize an objective-function (e.g. social welfare, consumer surplus, profit, pay-off, etc).
Taking the example as a starting point, the present paper has relaxed the standard assumptions by considering well-behaved decision profiles, those such that: (i) jumps in q just occur on intervals all of whose points are points of strict monotonicity, and: (ii) intervals of singularity for q cannot contain points of strict monotonicity.
The DT for the class ωj is simply the mean of all decision profiles for instances x belonging that class.
Core themes and categories were identified using content analysis [ 3- 7], and a generic MLCD questionnaire was developed, the "Major Life Changing Decisions Profile" (MLCDP).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com