public LogRegressionResults GetRegressionResult(GadgetParameters gadgetOptions, List <string> columnNames, List <DictionaryDTO> inputDtoList, IEnumerable <EwavDataFilterCondition> ewavDataFilters, List <EwavRule_Base> rules, string filterString = "", string customFilter = "")
{
if (gadgetOptions.UseAdvancedDataFilter)
{
dh = new DashboardHelper(gadgetOptions, filterString, rules);
gadgetOptions.UseAdvancedDataFilter = true;
gadgetOptions.AdvancedDataFilterText = filterString;
}
else
{
dh = new DashboardHelper(gadgetOptions, ewavDataFilters, rules);
}
DataTable dt;
Dictionary <string, string> inputVariableList = RegressionManager.ConvertDtoToDic(inputDtoList);
//LogRegressionResults results = new LogRegressionResults();
StatisticsRepository.LogisticRegression logisticRegression = new StatisticsRepository.LogisticRegression();
try
{
dt = dh.GenerateTable(columnNames, gadgetOptions, customFilter);
}
catch (System.Exception e)
{
throw new Exception("Error retrieving data from Dashboard Helper");
//results.ErrorMessage = e.Message;
//return results;
}
StatisticsRepository.LogisticRegression.LogisticRegressionResults regressionResults = logisticRegression.LogisticRegression(inputVariableList, dt);
LogRegressionResults results = RegressionManager.ConvertToLogRegResults(regressionResults);
//results.CasesIncluded = results.RegressionResults1.CasesIncluded;
//results.Convergence = results.RegressionResults1.Convergence;
//results.FinalLikelihood = results.RegressionResults1.FinalLikelihood;
//results.Iterations = results.RegressionResults1.Iterations;
//results.LRDF = results.RegressionResults1.LRDF;
//results.LRP = results.RegressionResults1.LRP;
//results.LRStatistic = results.RegressionResults1.LRStatistic;
//results.ScoreDF = results.RegressionResults1.ScoreDF;
//results.ScoreP = results.RegressionResults1.ScoreP;
//results.ScoreStatistic = results.RegressionResults1.ScoreStatistic;
//if (results.RegressionResults1.ErrorMessage != null)
//{
// results.ErrorMessage = results.RegressionResults1.ErrorMessage.Replace("<tlt>", string.Empty).Replace("</tlt>", string.Empty);
//}
//results.Variables = results.RegressionResults1.Variables;
return(results);
}
/// <summary>
/// GetFactory that converts LogisticRegressionResults values to LogRessionResults(custom) class.
/// </summary>
/// <param name="logisticRegressionResults"></param>
/// <returns></returns>
internal static LogRegressionResults ConvertToLogRegResults(StatisticsRepository.LogisticRegression.LogisticRegressionResults logisticRegressionResults)
{
LogRegressionResults logRegResults = new LogRegressionResults();
logRegResults.CasesIncluded = logisticRegressionResults.casesIncluded;
logRegResults.Convergence = logisticRegressionResults.convergence;
logRegResults.FinalLikelihood = logisticRegressionResults.finalLikelihood;
logRegResults.Iterations = logisticRegressionResults.iterations;
logRegResults.LRDF = logisticRegressionResults.LRDF;
logRegResults.LRP = logisticRegressionResults.LRP;
logRegResults.LRStatistic = logisticRegressionResults.LRStatistic;
logRegResults.ScoreDF = logisticRegressionResults.scoreDF;
logRegResults.ScoreP = logisticRegressionResults.scoreP;
logRegResults.ScoreStatistic = logisticRegressionResults.scoreStatistic;
logRegResults.Variables = ConvertToVariableClass(logisticRegressionResults.variables);
logRegResults.ErrorMessage = logisticRegressionResults.errorMessage;
return(logRegResults);
}