Man pages for TunePareto
Multi-Objective Parameter Tuning for Classifiers
| allCombinations | Build a list of all possible combinations of parameter values |
| as.interval | Specify a continous interval |
| createObjective | Create a new objective function |
| generateCVRuns | Generate cross-validation partitions |
| mergeTuneParetoResults | Calculate optimal solutions from several calls of tunePareto |
| plotDominationGraph | Visualize the Pareto fronts of parameter configuration scores |
| plotObjectivePairs | Plot a matrix of Pareto front panels |
| plotParetoFronts2D | A classical 2-dimensional plot of Pareto fronts |
| precalculation | Predefined precalculation functions for objectives |
| predefinedClassifiers | TunePareto wrappers for certain classifiers |
| predefinedObjectiveFunctions | Predefined objective functions for parameter tuning |
| predict.TuneParetoModel | Prediction method for TuneParetoClassifier objects |
| print.TuneParetoResult | Print method for objects used in TunePareto |
| rankByDesirability | Rank results according to their desirabilities |
| recalculateParetoSet | Recalculate Pareto-optimal solutions |
| trainTuneParetoClassifier | Train a TunePareto classifier |
| tunePareto | Generic function for multi-objective parameter tuning of... |
| tuneParetoClassifier | Create a classifier object |
| TunePareto-package | Multi-objective parameter tuning for classifiers |
