new public static ModelEvaluatorGaussian GetInstance(string nameAndParameters, ModelScorer scorer)
{
IDistributionSingleVariable nullDistn = DistributionGaussianConditional.GetSingleVariableInstance(nameAndParameters);
DistributionGaussianConditional altDistn = DistributionGaussianConditional.GetInstance(nameAndParameters);
return(new ModelEvaluatorGaussian(SpecialFunctions.CreateSingletonList(nullDistn), altDistn, scorer));
}
public static EvaluationResultsGaussian GetInstance(ModelEvaluator modelEval, Score nullScore, Score altScore,
int predNonMissing, int targNonMissing, int globalNonMissing, int chiSquareDegreesOfFreedom)
{
List <Score> singletonList = SpecialFunctions.CreateSingletonList(nullScore);
return(new EvaluationResultsGaussian(modelEval, singletonList, altScore, predNonMissing, targNonMissing, globalNonMissing, chiSquareDegreesOfFreedom));
}
protected ModelEvaluatorDiscreteConditional(
DistributionDiscreteSingleVariable nullDistn,
DistributionDiscreteConditional conditionalDistn,
ModelScorer scorer,
bool includePredictorInScore)
: base(SpecialFunctions.CreateSingletonList <IDistributionSingleVariable>(nullDistn), conditionalDistn, scorer)
{
_includePredictorInScore = includePredictorInScore;
}
public static MessageInitializerDiscrete GetInstance(
Converter <Leaf, SufficientStatistics> predictorClassFunction,
Converter <Leaf, SufficientStatistics> targetClassFunction,
DistributionDiscrete discreteDistribution,
OptimizationParameterList initParams,
IEnumerable <Leaf> fullLeafCollection)
{
return(new MessageInitializerDiscrete(SpecialFunctions.CreateSingletonList(predictorClassFunction), targetClassFunction, discreteDistribution, null, initParams, fullLeafCollection));
}
protected MessageInitializerGaussian(
Converter <Leaf, SufficientStatistics> predictorClassFunction,
Converter <Leaf, SufficientStatistics> targetClassFunction,
DistributionGaussianConditional gaussianDistribution,
IEnumerable <Leaf> fullLeafList)
: base(SpecialFunctions.CreateSingletonList(predictorClassFunction), targetClassFunction, gaussianDistribution, fullLeafList)
{
_allVarianceZero = AllVarianceZero(fullLeafList, targetClassFunction);
}
///// <summary>
/////
///// </summary>
///// <returns>bool indicating successful tabulate. False indicates the audit failed, in which case the outputFileName will be used
///// to create a skip file.</returns>
//public static bool CreateTabulateReport(DirectoryInfo dirinfo, ICollection<string> inputFilePatternCollection, string outputFileName,
// KeepTest<Dictionary<string, string>> globalKeepTest, double maxPValue, bool auditRowIndexValues, bool useStoreyTibsharaniMethod)
//{
// return CreateTabulateReport(dirinfo, inputFilePatternCollection, outputFileName, globalKeepTest, new List<KeepTest<Dictionary<string,string>>>(),
// maxPValue, auditRowIndexValues, useStoreyTibsharaniMethod);
//}
public static bool CreateTabulateReport(DirectoryInfo dirinfo, string inputFilePattern, string outputFileName,
KeepTest <Dictionary <string, string> > globalKeepTest, List <KeepTest <Dictionary <string, string> > > splitKeepTestList, double maxPValue,
bool auditRowIndexValues, bool useStoreyTibsharaniMethod)
{
return(CreateTabulateReport(dirinfo, SpecialFunctions.CreateSingletonList(inputFilePattern), outputFileName, globalKeepTest, splitKeepTestList, maxPValue, auditRowIndexValues, useStoreyTibsharaniMethod));
}
public static void MergeFilesUsedToTabulate(DirectoryInfo dirinfo, string inputFilePattern, string outputFileName, bool printProgress)
{
MergeFilesUsedToTabulate(dirinfo, SpecialFunctions.CreateSingletonList(inputFilePattern), outputFileName, printProgress);
}
public static EvaluationResultsDiscrete GetInstance(ModelEvaluator modelEval, Score nullScore, Score altScore, int[] fisherCounts, int chiSquareDegreesOfFreedom)
{
List <Score> singletonList = SpecialFunctions.CreateSingletonList(nullScore);
return(new EvaluationResultsDiscrete(modelEval, singletonList, altScore, fisherCounts, chiSquareDegreesOfFreedom));
}
protected ModelEvaluatorDiscreteFisher(IEnumerable <Leaf> fullLeafCollection)
: base(SpecialFunctions.CreateSingletonList <IDistributionSingleVariable>(DistributionDiscreteSingleVariable.GetInstance()),
null, null) // null model is a hack to avoid null exceptions at load time.
{
_fullLeafCollection = fullLeafCollection;
}