Sentence examples for sets conditional from inspiring English sources

In each of the seven data sets, conditional logistic regression was used to fit six statistical models, each with gene/intergenic region as a stratification variable, which are given in Table 2.

If we take the expectation of  rt over the population of test sets conditional on a fixed and finite training set, denoted A r ≡ E t  rt | training set r, we have the performance of the fixed classification model.

Symbol Meaning CURR Current upper bound Lower bound of the problem on set Conditional gradient method over set LIVESET Set of unanalyzed sets Offspring set of each iteration Current iteration's parent set.

While regression forests try to learn the probability over the parameter space from all face images in the training set, conditional regression forests learn instead several conditional probabilities over the parameter space, and thus can deal with facial variations in appearance and shape.

Theories are represented as Uniquely Predictive Theories (UPTs), which consist of restricted sets of conditional probabilities.

The computation on a general Bayesian network with convex sets of conditional distributions is formalized as a global optimization problem.

As the Chain Event Graph (CEG) has a topology which represents sets of conditional independence statements, it becomes especially useful when problems lie naturally in a discrete asymmetric non-product space domain, or when much context-specific information is present.

One might wonder whether taking representors to be sets of conditional probabilities as the basic item might not be a better way to do things.

The training sets of conditional probability, Bayesian theorem detection, and Markov chain consist of Football, Flower, Foreman, Carphone, and Mobile with CIF format and each sequence contain 200 frames.

The data sets representing conditional influence and coevolution were patterned after the real data sets of Application 1 (effects of immune pressure on HIV mutation) and Application 2 (pairwise amino-acid correlations), respectively.

Finally, we note that, over a wide variety of data sets, the conditional model runs an order of magnitude faster than the undirected joint model, which requires optimization over a larger number of parameters and more complex Eigen decompositions.