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(); }