Sentence examples for between input data and from inspiring English sources

Hollywood adds that "the places where really sophisticated data mining algorithms shine" are those where "there are very complex nonlinear relationships between input data and output data".

The basic processing elements of the network are artificial neurons and connecting weights, and the complex relationships between input data and corresponding target values are trained to find patterns in data.

The root-mean-square (rms) values of the difference between input data and model values are 10.7, 6.3 and 4.7 nT for the X, Y and Z components, respectively.

This utility permits to "uncover statistically significant relationships between input data and gene or protein functions" [ 60].

An iterative nonlinear curve fitting method, the Levenberg-Marquardt algorithm, was used to minimize the difference between input data and reflectance spectra calculated by using the forward scaling MC code [ 17].

By exploiting the representation of such models as an equivalent optimisation problem, classical results on the sensitivity analysis of non-linear programs may be applied, to produce linear relationships between input data perturbations and model outputs.

In the local sampling strategy, EGHG updates a set of current best hypothesis candidates on the fly, and then computes JFDs between the input data and these candidates.

Also, the estimation performance of PNN is improved by considering the correlation between the input data and the target output values.

Hidden units measure the distance between an input data and the functions's center.

e Result by AL-TFPF. Figure 10 gives the difference between the input data and the de-noised result of each method.

Anderson and McNeill (1992) stated that one of the rules of designing typical back-propagation networks is that as the complexity in the relationship between the input data and the desired output increases, the number of the processing elements in the hidden layer should increase.