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That is, it extracts the most pertinent markers since it is based on feature weighting according to the maximization of a membership margin.
Our approach involves feature weighting based on a membership margin in order to improve the performance of fuzzy classifiers on high dimensional and heterogeneous problems.
To avoid the heuristic search during the feature selection procedure, MEMBAS optimizes a membership margin based objective function by using classical optimization techniques providing an analytical solution [ 60].
We have recently proposed a new feature selection algorithm, referred to as MEMBAS for MEmbership Margin Based Attribute Selection [ 59] which enables to process similarly the three data types (numerical, qualitative, interval) based on an appropriate mapping using fuzzy logic concepts.
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In 1973, Edward Heath, the Conservative Prime Minister of the day, led Britain into the European Economic Community, as it was then called, and in a referendum two years later, the public endorsed Britain's membership by a margin of roughly two to one.
Britain has been grumbling about the European Union for four decades without getting close to withdrawal; a 1975 referendum backed membership by a wide margin.
But the Socialists abstained rather than derail the government, and that left a comfortable margin for membership in the monetary system.
There needs to be a big margin for continued membership, big enough to take the wind out of Eurosceptic sails for a generation.
A nationwide vote, set for March, is the first on the issue since 1986, when voters rejected membership by a 3-to-1 margin.
The contract was approved by all locals and by the overall membership by a two-to-one margin, the union said.
Costco Wholesale said on Wednesday that its quarterly profit rose 6 percent as rising sales and membership fees made up for declining margins.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com