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The ANN is trained to modify the weights by calculating the error of the ith neuron ((gamma _i)) throughout the hidden layer presented by (3) and (4).

To avoid this drawback of the numerical scheme, we introduce a branching particle system to modify the weights of the particles at the time-discretization steps.

4 In the training phase (input (T=1)) the estimated class label (hat{y}) is compared with the true class label (input Y) and based on the outcome, feedback is applied to modify the weights ({w_{j}}).

In the present study, three methods – Entropy information method (E-DRASTIC), Fuzzy pattern recognition method (F-DRASTIC) and Single parameter sensitivity analysis (SA-DRASTIC), were used to modify the weights of the original DRASTIC features to include local variability.

In the output, GeneDistiller shows scores for each of the parameters chosen for the prioritisation so that the researcher can easily modify the weights given to the different parameters if she wants to shift the focus to certain aspects.

The training phase is performed to modify the weights until the network implements a desired function.

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Similar(52)

In addition to the basic replication algorithm, there are a number of modifications that modify the weight and threshold values of the neurons in different ways.

We now hypothesize that the presence of chronic psychosocial stress may modify the weight of single test results for inflammation as a predictor of heart disease.

However, TP-10 treatment did not significantly modify the weight loss of the R6/2 mice (Figure 2B).

In the present analysis, body weight at age 20 did not modify the weight change breast cancer association in postmenopausal hormone users or non-users, which is consistent with the CPS-II Study (Feigelson et al, 2004).

We had to modify the weighting of some nucleotides in the analysis because the information obtained from substitutions varied among sites with a partition model, as described in the materials and methods.

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