Sentence examples for by the learning model from inspiring English sources

The first method, Direct-EM, uses EM to build a semi-supervised classifier, then directly computes the optimal class label for each test example using the class probability produced by the learning model.

Recall measures how many of the known pairs of interacting proteins have been identified by the learning model.

This hypothesis requires models of effective connectivity, in which connection strengths vary as a function of the associative strength predicted by the learning model.

The existing approaches generally work like an add-on to learning models and are only exercised after incorrect decisions are being made by the learning models.

In this section, we study an improvement of the learning model by adding a certain form of history dependence in the system and explain the way it changes the results of the previous section.

Potential inter-pathologist variation in tumour cell scoring (+/- 10%, based on Figure 1) was taken into account in the learning model by randomly adjusting the training TCP during each iteration with -10, 0 or 10percentt.

Since the overall objective of the pilot study was to test the impact on student learning of the enhanced APPE, we report those overall results first, followed by more detailed analyses of the learning model components (learning climate and preceptor support → learning opportunities + patient consultations → skills improvement → attitude enhancement).

Demonstrations are a means of meeting the "being introduced to a topic or skill" and "getting to know it" steps of the learning model described by Ausubel [ 16].

The methodology consists of 6 steps as follows: 1) Studying and analyzing the related principles and theories, 2) Investigating the context of instructional design and learning environments, 3) Synthesizing a framework of the learning model, 4) Designing a learning model based on the framework, 5) Evaluating the learning model by 6 experts and 6) Improving the model.

However, in the real scenarios of data sharing, it is impossible to know in advance about the learning models used by the data consumers.

Together these data are consistent with drug-induced alteration of the striatal mechanisms predicted by the reinforcement learning model that assigns the role of 'critic' to the NAcb through outcome value learning for the purpose of prediction, which drives the 'actor', a role assigned to the DLS that mediates action selection (O'Doherty et al., 2004).