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Most phylogenetic methods were not designed for and have not been evaluated on data sets that contain such an extent of missing data over random positions.
Use of multiple power definitions can reveal these differences between methods; (6) Most of the proposed methods (e.g. MDR, FIM, BEAM, MECPM, SH) are designed to detect both main effects and interaction effects, while to date they have only been evaluated on data sets containing interactions.
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The methods were evaluated on data acquired of a phantom containing a hot sphere of 123I activity in a lower level background 123I distribution and nonuniform density media.
The algorithm was evaluated on data from subjects with unilateral chronic anterior ischemic optic neuropathy.
All these methods were evaluated on data simulated for LA (F2, granddaughter design) analysed with a low density assay.
Ideally, generalized CV should be evaluated on data covering three or more concentrations to avoid over-fitting.
The performance of the NeBoP score at different cut-off levels was evaluated on data from the retrospective patient material [ 12] and shown in Table 1.
While testing classifiers on their original training data proved the utility of GSEA as a diagnostic tool, a classifier has to be evaluated on data completely independent from its discovery.
This comparison is inherently difficult, however, as the methods are evaluated on data acquired with different types of scanners using different numbers of manually delineated subjects (as few as 10 subjects).
R 2 was computed either for all presented stimuli, or for maximally differentiated stimuli, defined as those stimuli for which the predictions of the two models differed the most (see 'Materials and methods'); in both cases models were evaluated on data not used for model fitting.
The process has been evaluated on simulated data and real data from a PET protocol.
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