Sentence examples for based on latent class from inspiring English sources

In the next section, the study method is illustrated and the methodology based on latent class models is presented.

However, in the case of Kim and Steiner (2015) approach which is based on latent class analysis, the latent selection classes are assumed to follow a multinomial distribution with parameters, say, (uppi = (pi _1, pi _2,ldots,pi _C)) representing latent class probabilities.

This study used the transport survey of the Helsinki Region Transport (HSL) from 2012, including over 17,000 trips, and consisted of two parts: first, the population was divided into classes based on latent class analysis, and secondly, the mode choices and GHG emissions were modelled for each class.

The third adjustment is based on latent class analysis (LCA), a statistical method for combining test results (here referral cytology, HRA cytology, and HRA biopsy) to estimate the true but unknown disease status (HSIL or not HSIL).

There was perfect agreement between the gold standard and the classification based on latent class modelling for CD1, CD2 and CD3.

Assuming a realistic PC screening programme (i.e., 20% risk reduction of PC-related death, screening interval every 4 years, 60% risk of an unnecessary biopsy, 50% risk of an unnecessary treatment, and no out-of-pocket costs) the utilities were 2.7, 4.6, and −0.6 based on latent class 1, 2, and 3 respectively (see Equation (1) and Table 3).

Unlike other topic model based on latent topics, we adopt protein functional class c k as latent variables in the pLSA model and fixing p(c k|x i) for the annotated proteins in the learning process.

Model testing was conducted based on latent variable scores.

The two family subtypes are distinguished based on the latent class probabilities of individuals belonging to a particular family.

For psychological symptoms based on age, latent class analysis resulted in five profiles (fig 1).

Based on the latent class analyses the estimated prevalence of C. trachomatis was 13.4%.