An Efficient User-Friendly Integration Tool for Landslide Susceptibility Mapping Based on Support Vector Machines: SVM-LSM Toolbox.
Wubiao HuangMingtao DingZhenhong LiJianqi ZhuangJing YangXinlong LiLing'en MengHongyu ZhangYue DongPublished in: Remote. Sens. (2022)
Keyphrases
- user friendly
- support vector
- software package
- learning machines
- large margin classifiers
- graphical user interface
- graphical interface
- kernel function
- highly interactive
- support vector machine
- support vectors
- binary classification
- svm classifier
- user interface
- hyperplane
- rbf kernel
- kernel methods
- user friendly interface
- generalization ability
- feature selection
- multi class
- multi class classification
- support vector machine svm
- loss function
- classification accuracy
- online databases
- radial basis function
- command line
- kernel parameters
- maximum margin
- logistic regression
- polynomial kernels
- reduced set
- interactive data mining
- soft margin
- senior citizens
- decision function
- ls svm
- open source
- generalization bounds
- support vector regression
- data integration
- information technology
- decision trees
- databases
- structural risk minimization
- database