Man pages for GARS
GARS: Genetic Algorithm for the identification of Robust Subsets of variables in high-dimensional and challenging datasets
| AllPop | Accessors for the 'AllPop' slot of a GarsSelectedFeatures... |
| FitScore | Accessors for the 'FitScore' slot of a GarsSelectedFeatures... |
| GARS | GARS package for a robust feature selection of... |
| GARS_classes | RNA-seq dataset for testing GARS |
| GARS_create_rnd_population | Create a random chromosomes population |
| GARS_Crossover | Perform the one-point and the two-point Crossover |
| GARS_data_norm | RNA-seq dataset for testing GARS |
| GARS_Elitism | Separate chromosome on the basis of the Fitness Scores |
| GARS_FitFun | This function implements the Fitness Function of GARS |
| GARS_fit_list | RNA-seq dataset for testing GARS |
| GARS_Fitness_score | RNA-seq dataset for testing GARS |
| GARS_GA | The wrapper fuction to use GARS |
| GARS_Mutation | Perform the Mutation step |
| GARS_PlotFeaturesUsage | A bubble chart to assess the usage of each features |
| GARS_PlotFitnessEvolution | Plot the maximum fitness scores for each generation |
| GARS_pop_list | RNA-seq dataset for testing GARS |
| GARS_popul | RNA-seq dataset for testing GARS |
| GARS_res_GA | A GarsSelectedFeatures object for testing GARS |
| GarsSelectedFeatures-class | The output class 'GarsSelectedFeatures' |
| GARS_Selection | Perform the "Roulette Wheel" or the "Tournament" selection |
| LastPop | Accessors for the 'LastPop' slot of a GarsSelectedFeatures... |
| MatrixFeatures | Accessors for the 'MatrixFeatures' slot of a... |
