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One of the AIS models based on the classical view of the natural immune system is the model introduced by Forrest et al [281] In this classical AIS, Forrest et al introduced a training technique known as negative selection In the model, all patterns and ALCs are represented by nominal-valued attributes or as binary strings The a nity between an ALC and a pattern is measured using the r-continuous matching rule Figure 191 illustrates the r-continuous matching rule between an ALC and a pattern The r-continuous matching rule is a partial matching rule, ie an ALC detects a pattern if there are r-continuous or more matches in the corresponding positions r is the degree of a nity for an ALC to detect a pattern In Figure 191 there are seven continuous matches between the ALC and the pattern Thus, if r = 4, the ALC matches the pattern in Figure 191, since 7 > r If r > 7, the ALC does not match the pattern in the gure A higher value of r indicates a stronger a nity between an ALC and a pattern A set of ALCs in the model represents the mature T-Cells in the natural immune system A training set of self patterns is used to train the set of ALCs using the 2d barcode generator vb.net How To Generate & Read Barcodes In VB . NET - Accusoft
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microsoft word qr code generator Dec 5, 2018 · C# example to print barcode on a printer in PDF using Syncfusion .NET PDF library. For each randomly generated ALC, the a nity between the ALC and each self pattern in the training set is calculated If the a nity between any self pattern and an ALC is higher than the a nity threshold, r, the ALC is discarded and a new ALC is randomly generated The new ALC also needs to be measured against the training set of self patterns If the a nity between all the self patterns and an ALC is lower than the a nity threshold, r, the ALC is added to the self-tolerant set of ALCs Thus, the set of ALCs is negatively selected, ie only those ALCs with a calculated a nity less than the a nity threshold, r, will be included in the set of ALCs The trained, self-tolerant set of ALCs is then presented with a testing set of self and non-self patterns for classi cation The a nity between each training pattern and the set of self-tolerant ALCs is calculated If the calculated a nity is below the a nity threshold, r, the pattern is classi ed as a self pattern; otherwise, the pattern is classi ed as a non-self pattern The training set is monitored by continually testing the ALC set against the training set for changes A drawback of the negative selection model is that the training set needs to have a good representation of self patterns Another drawback is the exhaustive replacement of an ALC during the monitoring of the training set until the randomly generated ALC is self-tolerant vb.net barcode maker Generate Barcode in VB.NET - TarCode.com
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