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  1. PMIS_PCIS PMIS_PCIS Public

    R scripts used to implement the PMIS and PCIS input variable selection (IVS) algorithms described in: Galelli S., Humphrey G.B., Maier H.R., Castelletti A., Dandy G.C. and Gibbs M.S. (2014) An eval…

    R 6 6

  2. validann validann Public

    validann R package - Validation tools for artificial neural networks

    R 3 1

  3. GA_ANN GA_ANN Public

    R scripts used to implement the GA_ANN IVS algorithm described in: Galelli S., Humphrey G.B., Maier H.R., Castelletti A., Dandy G.C. and Gibbs M.S. (2014) An evaluation framework for input variable…

    R

  4. MATLAB_IterativeInputSelection MATLAB_IterativeInputSelection Public

    Forked from Critical-Infrastructure-Systems-Lab/MATLAB_Iterative_Input_Selection

    The MATLAB_IterativeInputSelection toolbox is a MatLab implementation of the Iterative Input Selection (IIS) algorithm proposed by Galelli and Castelletti (2013).

    MATLAB

  5. MATLAB_ExtraTrees MATLAB_ExtraTrees Public

    Forked from rtaormina/MATLAB_ExtraTrees

    The MATLAB_ExtraTrees package is a MATLAB implementation of the Extremely Randomized Trees (Extra-Trees) proposed by Geurts et al. (2006)

    MATLAB

  6. IVS_SelectionAccuracy IVS_SelectionAccuracy Public

    R code to compute the selection accuracy metrics recommended for evaluating input variable selection (IVS) methods in: Galelli S., Humphrey G.B., Maier H.R., Castelletti A., Dandy G.C. and Gibbs M.…

    R

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