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Inter-rater reliability was increased by using randomly selected and experienced professional callers.
All experiments were repeated ten times by using randomly selected training and test sets, and the results were averaged.
As the phenotypic data for genetic analysis, floury grains percentage (FGP) was evaluated by using randomly selected 150 200 dehulled kernels (Figure 2A).
These were further strengthened by using randomly selected participants.
The P-value for a given R-score was then calculated by using randomly selected gene clusters of the same size.
In our opinion the results of the clustering by using randomly selected 5 sets of about 700 genes clearly indicate that we could have taken any arbitrary chosen gene list for clustering independent of any pathways.
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This striking downregulation of HAND1 in colon cancer was further confirmed by RT-PCR analysis using randomly selected colon tumor samples and matched normal tissues, which was consistent with the hypermethylation of HAND1 promoter, as determined by MSP and bisulfite sequencing, in the primary colon tumors but not in the normal controls.
It was suggested that an effective method of achieving uncorrelated individual classifiers in an ensemble is by training the single classifiers using randomly selected q distinct attributes/features of the available L features where q≤L[49] and the q dimensional descriptor vector is denoted by x q.
The random distance between two signatures calculated for a pair of genomes from a group is given by the following equation: (7) where M is a diagonal matrix learned by maximizing estimated generalization performance using randomly selected training data.
The cohort was then grouped using randomly selected animals from the batches of infection.
We use randomly selected fivefold cross-validation for each experiment.
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by using randomly split
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by using randomly oriented
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