Sentence examples for prototype's parameters from inspiring English sources

A two-steps training algorithm is used: the RCE training algorithm for the prototype's parameters, and the multivariate linear regression for the output connection weights.

During the fit we learn the model's parameters and the prototype that minimize the loss for each gene (see Section 2.1).

The prototype's sensors track the speed and location of the ball, the motion of the racket and the movements of the opposing player, among other parameters.

The prototype parameters is the subscript p, model parameters is the subscript m in the paper.

The classifier for the MYC transcription factor was used as the prototype for parameter selection.

Learning the HMM involves to learn both its structure (i.e. the presence/absence of direct transitions between prototypes), and parameters Θ (i.e. parameters of the Gaussian models, prior probabilities of the prototypes, and transition probabilities).

Prototypes of parameter notations in the original Bentele's model are listed in Additional file 1: Table 1S.

We thus pose the parameter estimation task as jointly learning the prototypes and the parameters of individual genes.

Cluster step: Given a set of prototypes, assign genes to prototypes and find their model parameters θ Prototype step: Given assignment of genes to prototypes (clusters), improve prototypes We now elaborate on each step: Cluster step For each gene g we find the optimal parameters θ g and typical prototype pg.

Cluster step: Given a set of prototypes, assign genes to prototypes and find their model parameters θ Prototype step: Given assignment of genes to prototypes (clusters), improve prototypes Since each step minimizes the global loss, alternating repeatedly between these steps will converge to a (potentially local) minima of the loss function.

We previously described a general-purpose software package for prototyping, parameter-fitting and alignment annotation using phylo-grammars [26].