Sentence examples for selected classification from inspiring English sources

Table 6 presents the selected classification schema.

After the optimal feature subset has been selected, classification is done on the test data set.

The last two selected classification schemes analysed were LDA and SVM with a radial basis function kernel (RBF).

Specifically, based on the selected classification dimensions all the associated service attributes are presented in order for the consumer to declare his choices (Fig. 5 - screen 1).

The selected classification and processing methods resulted in fine and accurate vegetation mapping in a previously untested region, exploiting all available sensors synergies and highlighting the advantages of each dataset.

We then compared the performance of our proposed method, EMFFS, with methods proposed in the literature, by considering numbers of feature selected, classification accuracy and time to build model (see Table 5).

However, the predictive power of newly-generated classifiers depends on the quality of training and validation datasets, as well as the collected features and the selected classification algorithm.

Calibrated model was verified using 10-fold cross validation [ 30] and the obtained results have been compared with a various, selected classification methods.

Attention deficit hyperactivity disorder, hyperactivity ADHD is the most common neurobehavioral disorder among children, and the reported prevalence rates vary from 2 to 18 %, depending on several factors, e.g., the selected classification system and the studied population [ 1].

These profiles, in turn, can be not only evaluated in terms of the quality of the selected classifications but also analyzed according to their subject-specific strengths and weaknesses as well as according to their relationships with social background characteristics (Schurig et al. 2015).

The objective of this paper is to consider self-organizing maps (SOMs) as a vehicle for analysis of ECG data and making decisions as to further preprocessing and selecting classification algorithms.