Sequential Parameter Optimization Toolbox


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Documentation for package ‘SPOT’ version 2.0.1

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SPOT-package Sequential Parameter Optimization Toolbox
buildEnsembleStack Ensemble: Stacking
buildKriging Build Kriging Model
buildKrigingDACE Build DACE model
buildLM Linear Model Interface
buildRandomForest Random Forest Interface
buildSO Second Order Linear Model Interface
dataGasSensor Gas Sensor Data
designLHD Latin Hypercube Design Generator
designUniformRandom Uniform Design Generator
expectedImprovement Expected Improvement
funCyclone Objective function - Cyclone Simulation: Barth/Muschelknautz
funSphere Sphere Test Function
optimLBFGSB Minimization by L-BFGS-B
optimLHD Minimization by Latin Hypercube Sampling
repeatsOCBA Optimal Computing Budget Allocation
SPOT Sequential Parameter Optimization Toolbox
spot Sequential Parameter Optimization