A two-tailed comparison between the Novel Gaussian Naive Bayes algorithm Model and the KNeighborsClassifier Model yielded no significant results, as indicated by a sample T-test with an implication level of p=0
Gaussian Naive Bayes Classifier This is an FPGA accelerated solution of Gaussian NaiveBayes classification algorithm. It provides up to 100x speedup compared to a single threaded execution on an Intel Xeon CPU.SpecificationsClassesFeatures up to 64 up to 2048...
Simple Gaussian Naive Bayes classifier implementation. It also implements 5-fold cross-validation. Compared performance with Zero-R algorithm. Dataset Glass.csv Attribute and Class Information: RI: refractive index Na: Sodium (unit measurement: weight percent in corresponding oxide, as are attributes 4...
Nonlinear Compensation for OAM Optical Fiber Communication System Based on Naive Gaussian Bayes AlgorithmSimulation,Asia,Optical fiber communication,Complexity theory,PhotonicsA nonlinear compensation scheme for the OAM optical fiber communication system has been presented based on NGB algorithm. The simulation...
In this article, we give a theoretical analysis of high dimensional classification of Gaussian data which relies on a geometrical analysis of the error measure. It links a problem of classification with a problem of nonparametric regression. We give an algorithm designed for high dimensional data ...
The presented use case scenario consists of the creation of the mentioned algorithm, which is based on GP in order to detect defective products in the extrusion process of aluminum profiles. Setting up the GP usually consists of choosing predefined mean and covariance functions. However, the ...