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In the average as well as the best case of parameter selection the linear gap cost is outperformed by the sum-of-pair model.
The two scenarios remaining after the selection were the extreme ones: worst case, D1G1P1 (Far West), and best case, D4G3P2 (Atlantis).
Gini index is one of the attribute selection measures in DT for choosing the attribute that discriminates the tuples in best case according class (Han et al. 2012).
That's best case.
But it is the logical best case.
The best case was to maintain.
And this is the best case scenario.
The best case scenario?
However, this may be the best case.
Case selection was performed retrospectively.
Accurate case selection is vital.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com