public static bool IsDatasetCompatible(IDataAnalysisModel model, IDataset dataset, out string errorMessage)
{
if (model == null)
{
throw new ArgumentNullException("model", "The provided model is null.");
}
if (dataset == null)
{
throw new ArgumentNullException("dataset", "The provided dataset is null.");
}
errorMessage = string.Empty;
foreach (var variable in model.VariablesUsedForPrediction)
{
if (!dataset.ContainsVariable(variable))
{
if (string.IsNullOrEmpty(errorMessage))
{
errorMessage = "The following variables must be present in the dataset for model evaluation:";
}
errorMessage += System.Environment.NewLine + " " + variable;
}
}
return(string.IsNullOrEmpty(errorMessage));
}