Utterances from two females (F1, F2) and two males (M1, M2) constitute the training and testing dataset used here.
All the column vectors of T s, ( n ) s = 1 S constitute the training data set: { t n ; j }, 1 ≤ j ≤ Ī n S. (34).
Specifically, the images on pp. 1975-1984 and pp. 4326-4335 (see Table 3) constituted the training sets, and other images were included in the test sets.
In order to evaluate the cross-singer classification performance, we perform leave-one-singer-out (LOSO) cross validation in all experiments: all data from one singer constitutes the test set, the remaining seven singers constitute the training set.
For each pharmacophore, the ligands of the cluster used to generate the pharmacophore constituted the training set and the test set was formed by all agonist ligands and all antagonist ligands of the corresponding NR.
One contains 639 FSD molecules that were divided into 439 and 200 to constitute the training and test sets, respectively, and the other consists of 77 reference molecules (training set) and 47 SAmoleculescules (test set).
In the fifth experiment, Exp. 5, both native and nonnative Arabic utterances are pooled to constitute the training data (69% of the corpus) and testing data (31% of the corpus).
We used 6 samples of the package thickness (h in(0 mbox{$upmu$m}, 100 mbox{$upmu$m}]), and one sample of (s=2pi f jmath), (f in[0 mbox{Hz}, 10^{8} mbox{Hz}]): (s_{0}=200 pijmath), (jmath=sqrt{-1}), to constitute the training set (Xi_{mathrm{train}}) in Algorithm 1.
The analysis used samples from 25 patients (11 with pCR and 14 with non-pCR) who constituted the training set.
