Sentence examples for adapted probability from inspiring English sources

where is a sensitivity parameter that controls the influence of the training set in the detection process, represents the adapted probability of a color c being a skin color, and and are both given by (1) but involve prior probabilities that have been computed from the whole training set (for ) and from the detection results in the last W frames (for ).

During an online phase, we update the adapted probabilities according to P A s | c = γP s | c + 1 − γ P W s | c (2).

Our adapted probabilities are shown in Figure 1.

Predictive modeling provides some flexibility with respect to choosing among specificity and sensitivity constellations by adapting probability thresholds according to trial requirements.

Most machine-learning approaches are immanently built to render good classification, and only a few have been adapted to probability estimation (Malley et al. 2012).

Accordingly, we adapted a probability based sequence detection conditional random fields (CRF) model [ 47] provided by CRF++ (http://crfpp.googlecode.com/svn/trunk/doc/index.html) library by order 2 model.

An updating scheme (or reinforcement scheme) adapts this probability distribution according to the "good" or "bad" behaviour of the process.

In [12], a balance policy is proposed for adapting transmission probability to harvesting rate when energy supply is time correlated.

The parameter γ adapts the probability of partial structures to cover a high mass of the entire ensemble of structures.

where P A(s|c) is the probability adapted of a color c being a skin color, γ is a sensitivity parameter, and W is the number of history frames.

In the future, the oNCS system could automatically learn and adapt these probabilities based on logging data from the oNCS system.