Man pages for feamiR
Classification and Feature Selection for microRNA/mRNA Interactions
| decisiontree | Decision tree Trains a decision on the given training dataset... |
| dtreevoting | Decision tree voting scheme. Implements a feature selection... |
| eGA | Embryonic Genetic Algorithm. Feature selection based on... |
| feamiR | feamiR: Classification and feature selection for... |
| forwardfeatureselection | Forward Feature Selection. Performs forward feature selection... |
| geneticalgorithm | Standard Genetic Algorithm. Implements a standard genetic... |
| preparedataset | Dataset preparation This step performs all preparation... |
| randomforest | Random Forest. Trains a random forest on the training dataset... |
| rfgini | Random Forest cumulative MeanDecreaseGini feature selection.... |
| runallmodels | Run all models. Trains and tests Decision Tree, Random Forest... |
| selectrfnumtrees | Tuning number of trees hyperparameter. Trains random forests... |
| selectsvmkernel | Tuning SVM kernel. Trains SVMs with a range of kernels... |
| svm | SVM |
| svmlinear | Linear SVM Implements a linear SVM using the general svm... |
| svmpolynomial2 | Polynomial degree 2 SVM Implements a polynomial degree 2 SVM... |
| svmpolynomial3 | Polynomial degree 3 SVM Implements a polynomial degree 3 SVM... |
| svmpolynomial4 | Polynomial degree 4 SVM Implements a polynomial degree 4 SVM... |
| svmradial | Radial SVM Implements a radial SVM using the general svm... |
| svmsigmoid | Sigmoid SVM Implements a sigmoid SVM using general svm... |
