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Learning curves for ID3 used on data generated from these universes are estimated from trials.

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The model parameters are estimated using least squares on data generated by a high complexity, experimentally validated model provided by BHP Billiton Innovation.

To determine in greater detail the genetic structure of these populations, we performed population structure analysis using Structure software on data generated by genotyping 128 restriction-fragment-length polymorphism (RFLP) markers.

Instead, the work presented in this paper relies on data generated using well-established tests used to assess learning abilities in children.

Lastly, can predictive classifiers trained on one platform perform well on data generated using another platform?

We performed genome-wide CNV analysis on a total of 807 TOF cases and 841 controls using a combination of the PennCNV (18) and QuantiSNP (19) CNV-calling algorithms on data generated using Illumina 660W-Quad chips and found one duplication locus that reached statistical significance for enrichment in TOF versus controls at 1q21.1 7/8077 versus 0/841; P = 0.007).

Here we emphasize that, since the retention model was trained on data generated using a linear gradient, the retention time distribution obtained for the theoretical peptides was the one expected when such a gradient is used.

The evaluation of the performance of the CNNLOH Quantifier method indicates that it has a higher sensitivity than SOMATICS at least on data generated using Affymetrix SNP arrays (see Fig. 5A).

Because the Infinium array generally only targets CpG sites within known CGIs and/or promoter sequences we focused on data generated using the custom Agilent oligonucleotide microarray that is targeted towards every HpaII/MspI recognition sequence (CCGG) on chromosomes 13, 18 and 21 [31].

A subset of the same TOF patients (n = 198) was also analyzed with the Birdseye algorithm on data generated using Affymetrix 6.0 chips.

Using this information, cycle-threshold (Ct) values used in the analyses were accepted only on data generated in the absence of PCR inhibitors, and where the data indicated comparable qPCR amplification kinetics between different extracts for each primer pair.

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