Therefore, three more test data sets are generated under three different scenarios, wherein the distance D yj is fixed, but the radius of the target is set to be 1) 2 cm for the first data set; 2) 5 cm for the second data set, and 3) 20 cm for the third data set.
For the second data set we use for testing the by-hand approach, PPAR γ, we shorten the selection procedure.
We sampled the expression levels of the TFs, the regulated genes and their response in the same way as in Experiment 1, except that we set for the first data generation model and (24) for the second data generation model.
An identical Excel®-protocol as used for the first data collection from medical records was used for this second data collection procedure.
Both cohorts used very similar practices: for the first data set, we recruited patients from 15 practices, and for the second data set, 12 of these 15 practices participated.
In the first data set, the AUC for SVM and RF was 88.6% and 89.9% respectively and for the second data set 87.4% and 93.2%.
for the second data stream with the first element switched off.
Therefore, a ZF linear receiver can be used and for the second data stream we have [29] (32) where.
For the second data set, we sequenced another nearly complete mitochondrial genome.
