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Further, some limited analysis showed that the use of a different number of values does not change the conclusions.
Furthermore, different number of values were selected in each of the specified intervals randomly and with a constant variation among them.
For the analysis of different number of values in the feature vector (see points 3 and 4), three types of vectors were used with different lengths of NFEAT = 8, 16, and 32 values.
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Fig. 18 Performance of summation using Spark with a fixed total number of values comprised of different number of keys and therefore different numbers of values per key.
However, datasets obtained from different platforms used to assess the gene expression profile, may have highly different numbers of values.
Pre-defined arterial blood glucose clusters resulted in different numbers of values per cluster for the different parameters: less than 4 mmol/l = 111; 4 to 5 mmol/l = 543; 5 to 6 mmol/l = 1385; 6 to 7 mmol/l = 1005; 7 to 8 mmol/l = 418; 8 to 9 mmol/l = 134; more than 9 mmol/l = 62 values.
4 Basic and luxury goods have different number of missing values.
By correcting for this effect, we avoided biases arising from a different number of undefined values in the gene expression data.
When conformational diversity is taken into account for each protein, a given SAS will result in a different number of ΔΔG estimated values (the number of values is equal to the number of conformers belonging to this protein).
Using a range of different numbers of permutations values, i.e. N = 10…, 1 000 000, the P-value estimates Pecdf and Pgpd were computed.
The classifier performance is evaluated by applying predetermined sets of ranked and non-ranked features (arbitrarily selected as 61, 25, and 15, respectively) with different number of pcs (randomly chosen values of 61, 25 and 15).
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CEO of Professional Science Editing for Scientists @ prosciediting.com