Code Issues Pull requests SMM code(ADMM algorithm and SMO algorithm) c r svm support-vector-machine Updated Jan 10, 2021 C leonidk / ferns_testing Star 0 Code Issues Pull requests Logistic Regression, SVM,
Of various ML schemes51, support vector machine (SVM), which was invented by Vapnik et al. in 199552 and has been extensively applied to a broad range of stud- ies53–55, performs better than any other ML techniques, such as ANN, genetic algorithm (GA), and random forest Scientific ...
SVMlight, by Joachims, is one of the most widely used SVM classification and regression package. It has a fast optimization algorithm, can be applied to very large datasets, and has a very efficient implementation of the leave-one-out cross-validation. Distributed as C++ source and binaries fo...
Traditional image-processing methods for license plate recognition often suffer from low accuracy and need high pixel resolution. To overcome these limitations, we have implemented a new algorithm known as UNET-GWO-SVM. Moreover, our system offers users the convenience of managing their parking ...
The proposed AlexNet-SVM algorithm is validated against a real dataset from an oilfield. The results reveal that the proposed method reduces the need for human labor and improves the recognition accuracy. Keywords: working condition recognition; sucker-rod pumping system; dynamometer card; convolutional...