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, and a random fern classifier c-plus-plus machine-learning random-forest 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 ...
In the next step, we generated (for each earthquake epicenter) a TEC time series of 48 h before the recorded main shock, again using the algorithm described immediately above. As each hour consists of four measurements, our final vector has 192 TEC values. 3. TEC detrending time series: ...
Owing to its advantageous characteristic of high efficiency, robustness, and easy implementation with code, the PSO algorithm is applied to optimize the parameters of SVM in this paper, combined with K-fold cross-validation. In the PSO algorithm, the particle swarm is initialized by a population ...
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...