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All nonlinear kernel options available in LibSVM performed worse than the linear kernel in this case, typically predicting all, or most, of the mutants to be in one class.
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All classifiers were built using SVM light http://svmlight.joachims.org/ using a linear kernel option and complete leave-one-out estimations were calculated for each experiment.
As this kernel option was not available for the 320-slice MDCT a standard bone kernel (FC 30) in combination with an edge-enhancing filter was used on the 320-slice MDCT images.
As the inclusion or exclusion of a kernel configuration option can cause the insertion or removal of several members of key structures, analysis methods that rely on a stable key structure layout are inadvisable.
Thus, in collaboration with Framatome and in connection with the Gas Turbine - Modular Helium Reactor (GT-MHR) international project, we are planning to perform parametric thermal and mechanical studies, regarding different particle design options (kernel diameter, layers composition and thickness) and seeking optima concerning particle leak tightness and fission product retention.
For training the SVM models, each Level 1 or Level 2 classifier was trained independently using the radial basis function kernel with probability option in the LIBSVM package (Chang and Lin, 2001).
tar xjvf kernel (Here -j option is for bz2 compression).
If the corrupted device is configured by the kernel with identity mapping option, the attack will not be perceived by the victim.
The options for the kernel, k, have been limited based on a preliminary experimentation on the data set.
These options affect the kernel symbol information, resulting in distinct key structures for the same OS version.
Meanwhile, the article discusses the effect of feature extraction and classification that caused by the kernel function and the different options of its parameters.
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