Sentence examples for inputs of the training from inspiring English sources
The inputs of the training stage are the cluster labels generated in the clustering step and the outputs are the transition matrices related to k-space trajectories.
We focus on simple covariate shift that only inputs of the training dataset and inputs of the test dataset follow different distributions, i.e. only (P_{text{tr}}(X ne P_{text{te}}(X)), while anything else does not change [8].
In a representative sense, the orthogonal experimental design with four factors and five levels is used to choose the inputs of the training dataset, and the outputs are calculated by using fast Lagrangian analysis continua (FLAC).
where α = (α1,…,α N ) denotes the non-negative Lagrange multipliers, x i denotes the input of the training data and y i denotes the output of the training data[17].
As we have known, the superior generalization performance of SVM for classification, to the great degree, depends on the extraction or selection of the gait features as the input of the training sets.
The obtained results were used to create the Patterns Database, which, in turn, was used as the input for the training of the ANNs.
SOMs use unsupervised learning to produce a low-dimensional (typically two-dimensional) discrete representation of the input space of the training samples.
For each individual, every input pattern of the training set was presented to the network during m iterations (pattern cycle = m: 4, 6 or 8).
Clustering methods usually try to minimize the mean distance between the centers they distribute and the given data which is only the input part of the training data.
Table 1 and 2 show a descriptive analysis of the initial input variables of the training and validation data set of model 1 (Table 1) and model 2 (Table 2).
Statistical differences between the input variables of the training and the validation data set were examined with a Chi-square/Fisher's Exact test for categorical variables and a Mann-Whitney U test for continuous variables.
