Initially, we ran the PAM algorithm with all 7756 probe sets as input in the low risk group to high risk group comparison and obtained a minimal set of probe sets, which gave the lowest misclassification error.
We therefore proceeded with this methodology, yielding on average 8 pg total RNA per HUVEK cell, for downstream microarray probe generation workflows, to achieve global transcriptomics from input RNA in the low picogram range.
CS2, i.e. caching only the necessary input data, resulted in the lowest evaluation computation times.
In contrast, the use of the average flexibility index (F) for input encoding resulted in the lowest prediction strength at 62.02%, MCC = 0.2226 and AUC = 0.6728 (Table 2).
Additive synthesis based on oscillators can accept a noise input in the same way, or any low-frequency amplitude- or phase-modulation can be used.
Noble gases are sensitive tracers of crustal fluid input in the subsurface due to their low concentrations and unreactive nature.
We want to point out that, in general, QFIT gives worse results than QuartetSuite (except for the NJ algorithm used as input in the cc and cd topologies with low divergence), reinforcing the idea that weighted methods are more reliable [ 6, 23].
The vast majority of these top T-DMRs identified in the high-input (250 ng) arrays were also identified in the low-input (≤50 ng) arrays.
Despite this large increase, absolute amounts of synthetic fertilizer-N inputs in Africa were the lowest among all regions over the study period, and within the continent, far smaller than total N inputs from livestock manure.
With low-fertilizer input, the low in vitro plant density was the primary factor to maximize the concentration of curcuminoids in the rhizomes.
