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Similarly, in case of Iris, Monk1, Monk2, Monk3, Tic-Tac-Toe and Zoo datasets, average accuracy found on the proposed method with different classifiers is lower than other compared feature selection methods.
In each of the datasets, average 25(OH D levels increased after age 50 in both men and women.
For Yeast datasets, average precision scores are 8.5%and7.5%5% for SSM with m = 2 and DBN.
For Ecoli datasets, average precision scores of 10 networks are 9.2% and 5.9% for SSM with m = 2 and DBN.
For gene ABCC5, both BETA-Surv and Cox regression identified the variant at position 90194.67 kb in all 10 datasets (average Bayes factor 5.1 and P-value 0.03).
The TIN-estimates and range of TIN-estimates (the difference between the sample with the highest and lowest estimate) were similar within all datasets (average range 3.4; Additional file 1: Table S1).
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To show how much the average temperature of the planet has warmed since preindustrial times, Climate Central reanalyzed both datasets, averaging together the NOAA and NASA temperatures and comparing them to those from the period 1881-1910.
Figure 5 Total ozone in Dobson units for the SNN-merged data record (green) and the original satellite datasets averaged from 60°N to 60°S.
We found the IVT protocol to be highly reproducible: correlation coefficients calculated between the replicate datasets averaged 0.98.
Time series data were extracted from the available miRNA and mRNA microarray datasets, averaged across replicates at each time point, centered and scaled by their maximum absolute value (see Methods).
The stabilities of each class and the entire dataset (average) are given in these tables.
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