Sentence examples for active algorithms from inspiring English sources

Active algorithms of control units have got a notable complicity and a mutual interrelation.

When the semi-supervised algorithm finishes, the active algorithm analyzes the instances that were not ranked and searches among them for the one that provides the largest information gain for the model.

Considering (X={x_1,ldots,x_n,ldots,x_N}) as the set of non-ranked instances and (k) the possible classes, the active algorithm must find an (x_i in X) that maximizes the amount information added to the system when it is classified as (k_j).

The entire design and analysis procedure is carried out: the semi-active damper is characterized; a wide range of control strategies is recalled and an innovative semi-active algorithm (Mix-1-Stroke) based on a single-sensor layout is proposed.

In addition, depending on the algorithm and classification, active learning algorithms differ in performance and sometimes can perform even worse than passive learning.

In order to obtain an automatic detection procedure, an initialization of the Active Contours algorithm (AC-algorithm) is essential.

In addition, as RPol II activity likely extends beyond the promoter/transcription start site of active genes, algorithms for assessing long-range RPol II binding are needed.

In addition, as Pol II activity likely extends beyond the promoter/transcription start site of active genes, algorithms for assessing long-range Pol II binding are needed.

In the following sections, we describe the semi-supervised and active learning algorithms.

Their solution relies on semi-supervised and active learning algorithms based on Gaussian mixture models.

Experiments were performed with 14 datasets to compare against state-of-the-art active learning algorithms.