public void ScoreExample1Test()
{
string pFilePath = "test-ruleset1.xml";
string modelname = "NestedDrug";
string paramList = "BP='HIGH', K=0.0621, Age = 36, Na = 0.5023";
string res = "may play";
decimal confidence = 0.47M;
Pmml pmml = Pmml.loadModels(pFilePath);
Assert.NotNull(pmml);
ModelElement model = pmml.getByName(modelname);
Assert.NotNull(model);
Assert.IsInstanceOf <RuleSetModel>(model);
RuleSetModel rs = (RuleSetModel)model;
// Check exemple 1 as 3 RuleSelectionMethod for first node
Assert.IsNotNull(rs.RuleSet);
Assert.IsNotNull(rs.RuleSet.RuleSelectionMethods);
Assert.AreEqual(3, rs.RuleSet.RuleSelectionMethods.Count);
// Check 3 Rule
Assert.AreEqual(3, rs.RuleSet.Rules.Count);
// Modification for aggregateNode
//tree.MissingValueStrategy = MissingValueStrategy.AggregateNodes;
Dictionary <string, object> lDict = parseParams(paramList);
ScoreResult result = rs.Score(lDict);
Assert.NotNull(result);
/*foreach(Node item in result.Nodes)
* {
* Console.WriteLine("Node {0} = score {1}", item.Id, item.Score);
*
* foreach(ScoreDistribution it2 in item.ScoreDistributions)
* Console.WriteLine("\tScore Dist. {0} ({1}) = {2}", it2.Value, it2.RecordCount, it2.Confidence);
* }*/
Assert.AreEqual(res, result.Value);
Assert.AreEqual(confidence, result.Confidence);
}
public void ScoreCarfTest(string paramList, string res, decimal confidence)
{
string pFilePath = "models\\RuleSetCarrefour.xml";
string modelname = "CARF-20140124";
Pmml pmml = Pmml.loadModels(pFilePath);
Assert.NotNull(pmml);
ModelElement model = pmml.getByName(modelname);
Assert.NotNull(model);
Assert.IsInstanceOf <RuleSetModel>(model);
RuleSetModel rs = (RuleSetModel)model;
// Check CARF as 1 RuleSelectionMethod for first node
Assert.IsNotNull(rs.RuleSet);
Assert.IsNotNull(rs.RuleSet.RuleSelectionMethods);
Assert.AreEqual(1, rs.RuleSet.RuleSelectionMethods.Count);
Assert.AreEqual("firstHit", rs.RuleSet.RuleSelectionMethods[0].Criterion);
// Check 11 Rule
Assert.AreEqual(11, rs.RuleSet.Rules.Count);
// Modification for aggregateNode
//tree.MissingValueStrategy = MissingValueStrategy.AggregateNodes;
Dictionary <string, object> lDict = parseParams(paramList);
//for
ScoreResult result = rs.Score(lDict);
Assert.NotNull(result);
/*foreach(Node item in result.Nodes)
* {
* Console.WriteLine("Node {0} = score {1}", item.Id, item.Score);
*
* foreach(ScoreDistribution it2 in item.ScoreDistributions)
* Console.WriteLine("\tScore Dist. {0} ({1}) = {2}", it2.Value, it2.RecordCount, it2.Confidence);
* }*/
Assert.AreEqual(res, result.Value);
Assert.AreEqual(confidence, result.Confidence);
}
