| 97 | |
| 98 | |
| 99 | double FidoControlSystem::getError(std::vector<double> input, std::vector<double> correctOutput) { |
| 100 | double totalError = 0; |
| 101 | std::vector<double> output = network->getOutput(input); |
| 102 | for(unsigned int a = 0; a < output.size(); a++) { |
| 103 | totalError += pow(output[a] - correctOutput[a], 2); |
| 104 | } |
| 105 | |
| 106 | return totalError / (double)output.size(); |
| 107 | } |
| 108 | |
| 109 | double FidoControlSystem::trainOnHistories(std::vector<FidoControlSystem::History> selectedHistories, double allowedError, unsigned int maxIterations) { |
| 110 | |