Package net.simplace.sim.control.selectors

package net.simplace.sim.control.selectors
  • Klassen
    Klasse
    Beschreibung
    LeastDifferenceSelector
    Selects the simulation from a project, which fits best to some error method:

    Configuration

    The user has to specify

    • the error method cMode
    • the two variables, that will be compared (normally observed and simulated data) as cObserved1 and cSimulated1
    • the frequency at which the selector compares the values

    Configuration in project file is given as

    |      <selector id="LeastDifference" class="net.simplace.sim.control.selectors.LeastDifferenceSelector" frequence="YEARLY">
|              <input id="cMode">RRMSE</input>
|              <input id="cObserved1" mode="MAX" source="data.obs"/>
|              <input id="cSimulated1" mode="MAX" source="model.sim"/>
|      </selector>

    Output

    • id of selected simulation as a one size CHARARRAY selectecsimulations
    • error of selected simulation ErrorValue
    • errors of all simulations ErrorValues as DOUBLEARRAY
    • the error method ErrorMethod used

    Notice

    This generator uses the WeightedLeastDifferenceSelector with only one variable and weight 1 to calculate errors and select the simulation.

    Error methods

    • Bias - mean error
    • SignedBias - mean error, selects the smallest signed bias
    • MRE - mean relative error
    • MAE - mean absolute error
    • RMAE - relative mean absolute error
    • MSE - mean squared error
    • RMSE - root mean squared error
    • RRMSE - relative root mean squared error
    • SMAPE - symmetric mean absolute percentage error
    • EF - model efficiency
    • r - Correlation Coefficient
    • rc - Concordance Correlation Coefficient
    • index - Agreement Index
    • NONE - Void Error Calculator
    LeastSquareSelector
    Example implementation of a simple selector.
    WeightedLeastDifferenceSelector
    Selects the simulation with the best error/deviation for multiple target variables.