Each tree is grown on different bootstrap samples of the original data set, and a randomization is introduced in the recursive node splitting phase by considering a random sub-set of predictors at each step.
Each frame a random sub-set of particles are reset to a new random position.
In Phase II we will evaluate scalability by enrolling actual customers, and allow a random sub-set of them to participate in pre- commitment for up to 6 months.
A fasting oral glucose tolerance test was performed on a random sub-set of adolescent participants of NHANES.
In order to validate the accuracy of the automatic quantization, embryos were counted by eye in addition to the automatic method on the NL2099 strain, following RNAi treatments of a random sub-set of 68 genes of the chromosome III.
Repeatabilities (intra-class correlation coefficients, r1) of FAs calculated from mammograms were calculated on a random sub-set of 20 mammograms from the study and showed highly significant r1 values (repeated measures ANOVA, 20 sets of mammograms, FA breast width r1 0.98, p = 0.0001; FA breast height r1 0.86, p = 0.0001).
The probability of a random sub-set size of n to include r marked events/objects is described by the distribution The mean of this distribution is equal to: Where q = R/ N defines the ratio of marked objects.
We will attempt to replicate interview and physical measurements in a random sub-set (~5%) of the sample to evaluate repeatability.
A random sub-set accounting for 30% of each cluster, for a total of 1024 individuals, was pooled five times.
A second reviewer (AE) was consulted to screen a random sub-set, and in case of doubt to discuss until agreement was reached.
Choosing the number of mapped reads as a parameter N, we collected random sub-sets of N paired-reads, and computed the fraction of true breakpoints detected as well as the expected resolution (see METHODS).
