public void PreConfig()
{
Classifier = new MulticlassSupportVectorMachineClassifier();
Classifier.Load("XORModule1");
Feature1 = new DataInFeatureOut(BinaryOne.GetConfiguration().Reader, BinaryOne.GetConfiguration().Features);
Feature2 = new DataInFeatureOut(BinaryTwo.GetConfiguration().Reader, BinaryTwo.GetConfiguration().Features);
FilteredFeatures = new FeaturesInFeatureOut(new List <IFusionStrategy>()
{
Feature1, Feature2
});
Decision = new FeaturesInDecisionOut(new List <IFusionStrategy>()
{
FilteredFeatures
}, Classifier);
}
public void PreConfig()
{
Classifier = new DecisionTreeClassifier(FusionFramework.Classifiers.DecisionTreeLearningAlgorithms.C45Learning);
Classifier.Load("LDAMyoGYM");
AccelerometerFeatures = new DataInFeatureOut(AccelerometerSensor.GetConfiguration().Reader, AccelerometerSensor.GetConfiguration().Features);
GryoFeatures = new DataInFeatureOut(GyroscopeSensor.GetConfiguration().Reader, GyroscopeSensor.GetConfiguration().Features);
EMGFeatures = new DataInFeatureOut(EmgSensor.GetConfiguration().Reader, EmgSensor.GetConfiguration().Features);
var CombinedFeatures = new FeaturesInFeatureOut(new List <IFusionStrategy>()
{
AccelerometerFeatures, GryoFeatures, EMGFeatures
});
Decision = new FeaturesInDecisionOut(new List <IFusionStrategy>()
{
CombinedFeatures
}, Classifier);
}
