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16 Generally we define value for money in a broader sense: if a customer accepts the price of a medical intervention with its given attributes (for example, efficacy, safety, and so on), this intervention is value for money for that specific customer.
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The evaluation performed by the ReliefF (RF) consists on repeatedly sampling an instance and considering the value of the given attribute for the nearest instance of the same and different class.
The frequency ratio (FR) is the ratio of the probability of an occurrence to the probability of a non-occurrence for given attributes (Bonham-Carter 1994).
As such, positive values indicate greater preference for a given attribute level and negative values indicate less preference for a given attribute level.
Conversely, if all thresholds used were not met, no cuts were created for a given attribute.
Nevertheless, the reference sequence problem remains: probabilities must always be relativized to a collective, and for a given attribute such as 'heads' there are infinitely many.
The FR can be expressed as the proportion of flooded area in the total study area (Eq. 6); it is the ratio of the probabilities of the 'flooded' to 'not flooded' area for a given attribute (Bonham-Carter 1994).
The Princeton Review and Newsweek list the top 20 or 25 colleges for a given attribute, such as best professors or happiest students, but don't go further, making it impossible to know if a school that didn't make the cut would have been #26 or #326.
For a given attribute we determine categories A 1,..., A k-1.
Similar approaches have used diverse surface markers to enhance for a given attribute or phenotype of MSC.
The estimated coefficients represent respondents' average preference weights for a given attribute level relative to the reference level.
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