In our examples, we repeat 50 times 10-fold nested cross-validation which means that for nine examples we performed 500 times full model selection process, where each model selection consists of 50 times repeated 10-fold cross-validation.
With phenol and pyridine for example, we perform simulations in a 4-nm channel, and the atom numbers of phenol and pyridine are approximately equal to the atom number of octadecane in 4-nm channel.
As an example, we perform analysis on sample datasets containing gene expression of primary head and neck squamous cell carcinoma (HNSCC) tumors.
For example, we perform functional testing by expression studies and by down-regulation of candidate gene expression by antisense or RNAi approaches [ 45].
For example, we perform non-standard tests of the "single-double" type to explore whether some mutations are better overall mixers than others.
For our example we perform a one-way sensitivity analysis of the relative risk reduction in asymptomatic pre-clinical vascular disease (RRRvasc) associated with TREATMENT A. The QALYs, MIs, strokes, and deaths are calculated using a range of values for the relative risk reduction, from 0 to 0.80.
For the crisis management example, we performed 10 series of 1000 experiments.
As an example, we performed measurements in Itoigawa Shizuoka Tectonic Line (ISTL), Japan, and studied the feasibility of using this method.
In our second example, we performed compressive sensing of a stepped linear-frequency modulated (SLFM) pulse in the same L-band.
In our example, we performed the analysis of a large genomic region from a single individual amplified by LR-PCR.
