Sensitivity Analysis of Neural Networks


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Documentation for package ‘NeuralSens’ version 0.2.0

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ActFunc Activation function of neuron
CombineSens Sensitivity analysis plot over time of the data
ComputeSensMeasures Plot sensitivities of a neural network model
DAILY_DEMAND_TR Data frame with 4 variables
DAILY_DEMAND_TV Data frame with 3 variables
DerActFunc Derivative of activation function of neuron
is.SensMLP Check if object is of class 'SensMLP'
NeuralSens NeuralSens: Sensitivity Analysis of Neural Networks
plot.SensMLP Plot method for the SensMLP Class
PlotSensMLP Neural network structure sensitivity plot
print.SensMLP Print method for the SensMLP Class
print.summary.SensMLP Print method of the summary SensMLP Class
SensAnalysisMLP Sensitivity of MLP models
SensAnalysisMLP.default Sensitivity of MLP models
SensAnalysisMLP.H2OMultinomialModel Sensitivity of MLP models
SensAnalysisMLP.H2ORegressionModel Sensitivity of MLP models
SensAnalysisMLP.list Sensitivity of MLP models
SensAnalysisMLP.mlp Sensitivity of MLP models
SensAnalysisMLP.nn Sensitivity of MLP models
SensAnalysisMLP.nnet Sensitivity of MLP models
SensAnalysisMLP.nnetar Sensitivity of MLP models
SensAnalysisMLP.numeric Sensitivity of MLP models
SensAnalysisMLP.train Sensitivity of MLP models
SensFeaturePlot Feature sensitivity plot
SensitivityPlots Plot sensitivities of a neural network model
SensMLP Constructor of the SensMLP Class
SensTimePlot Sensitivity analysis plot over time of the data
simdata Simulated data to test the package functionalities
summary.SensMLP Summary Method for the SensMLP Class
syntheticdata List of 4 dataframes to test the functions with different variables types