Sentence examples for procedure of gradient from inspiring English sources

In this paper, the entire procedure of Gradient boosting regression modeling was implemented by gbm package in R, the most powerful open-source statistical language (Ridgeway 2017).

Here is the whole procedure of Gradient Feature Selection Method.

This paper puts forward a finite strain formulation based on the (i) thermodynamics of non-associated materials, (ii) logarithmic strain measures and corotational rates, and (iii) numerical procedures of gradient split and return mapping.

In the process of gradient optimization, gradient time, gradient procedure and initial composition of the mobile phase were taken into consideration.

The faster training speed of BA-ELM is due to the ELMs are trained in a one-step procedure without the need of gradient based iterative procedure.

To summarize, the procedure of the sub-gradient algorithm based on updating (15) is shown in Table 1.

GP is missing a clear, locally optimal update procedure, the equivalent of gradient-descent backpropagation for ANNs.

Table 1 shows the training parameters and their values in gradient descent procedure of the control network learning implemented by Caffe.

Moreover, we exploit a two-stage procedure of contrastive divergence learning and gradient descent for DNMSVM to jointly training an adaptive kernel mapping instead of a kernel function, without requirement of kernel tricks.

The advantage provided by the constellations with two degrees of freedom (such as quadrature amplitude modulation (QAM)) over the ones with one degree of freedom (such as phase-shift-keying (PSK), and pulse amplitude modulation (PAM)) was shown [1], and a proper mapping (based on a gradient-descent procedure) of the information bits into points of a two-dimensional constellation was proposed [2].

As a powerful technique for optimization procedure of the inverse solution, the conjugate gradient method (CGM) together with the discrepancy principle is utilized.