Sentence examples for learner estimates from inspiring English sources

The learner estimates the action value P from repeated trials either by using its point estimate as in standard Q-learning, or by considering its probability distribution as in Bayesian Q-learning (Figs 3 and 7A).

The super learner weighted estimator achieved an estimated AUROC of 0.760 955% CI 0.694, 0.826).

However, as such, an ontology in which the constructs of emotions are implemented is helpful for obtaining an integrated understanding of learners, after estimating and identifying the values to be assigned to variables used in statistical models.

Table 1 displays a summary of the studies investigating the factors estimating learner readiness for online language education.

As one example, the ensemble learner can be estimated simply by model averaging the base learners, { f s (x ) } 1 S.

Because the RSES may over-estimate learners' confidence and it may be too insensitive to detect subtle positive perceptions about learners' acquisition of research skills, a 'stages of change' (SOC) tool was used to assess progress in changing learners' attitudes, intentions and actions in relation to research 18].

Ensemble learning involves estimating multiple "learner" models on a training data set and predicting unseen observations by a vote or weighted average among the multiple learners (Dietterich 2000).

After each response the learner's ability is estimated based on their responses to all test items presented in a certain category.

This is achieved by estimating the learner's current knowledge in a discrete model of this problem space, and by using this representation to present the learner with problems at the level of difficulty required to maintain the desired success rate.

Focusing on LLI resources, which are task-oriented and independent from knowledge structures of specific study domains, the IMS aims to estimate learners' mental states from their unarticulated and semi-conscious behaviors.

We argue, like Artino et al 28 that reported self-efficacy can be a useful measure in estimating learners' abilities in a variety of clinical education situations.