Sentence examples for based on labeled data from inspiring English sources

The automatic design of fuzzy rule-based classification systems based on labeled data is considered.

Dosing may be based on labelling information.

It works by maximizing accuracies of base learners on labeled data while maximizing diversity among them on unlabeled data.

Additionally, Proteome Analyst can create a custom classifier to predict a new property based on labeled training data.

The work of [23] also deployed machine learning for the advertisement classification problem, by training a supervised learning classifier on labeled data (based on phone numbers of known traffickers) provided by a victim advocacy group.

In this context, classifiers are trained on labeled data sets based on these features.

In natural language processing community, sentiment classification based on insufficient labeled data is a well-known challenging problem.

While a traditional support vector machine (SVM) has the widest margin based on the labeled data only, our semi-supervised form of SVM attempts to find the widest margin in both the labeled and unlabeled data space.

If the normalized value was ≧1, we labeled it as 1; if it was ≦ − 1, we labeled it as −1; otherwise, we label it as 0. Based on these labeled data, the proposed procedure can be applied to find out the significant rules with a 95%% confidence level.

The average number of Kcal in each beverage was determined based on label information, and the daily energy intake data from liquids were compared with the recommendations of the National Health Surveillance Agency (Agência Nacional de Vigilância Sanitária– ANVISA), the Brazilian food regulation authority, according to each subject's age.

Section 2 introduces a graph data model based on (labelled) property graphs.