protected void classifyInstance(Instance instance) {
_finalOutput = new double[instance.InputValues.Length];
_finalOutput = _ann.classify(_sc.conditionInput(instance.InputValues));
//restore the datums to their original values
_finalOutput = _sc.reclaim(_finalOutput);
}
public BatchClassifier(SignalConditioner sc, Instance[] inst) : base(sc) {
_instances = inst; //init the instances in the network interface
}
//classify a set of instances
public void classifyInstances(Instance[] instances) {
_running = true;
double[][] tempIn = new double[_instances.Length][];
for(int i = 0; i < _instances.Length; i++)
tempIn[i] = _sc.conditionInput(_instances[i].InputValues);
_finalOutputs = new double[instances.Length][];
for (int i = 0; i < instances.Length; i++) {
_finalOutputs[i] = _ann.classify(tempIn[i]);
if (!_running) break; //stop the classification process
}
//restore the datums to their original values
for (int i = 0; i < _finalOutputs.Length; i++)
_finalOutputs[i] = _sc.reclaim(_finalOutputs[i]);
_running = false;
if (finishedProcessingEvent != null)
finishedProcessingEvent.Invoke();
}