/**
* Train On File.
*
* @return bool
*/
public function trainOnFile()
{
$maxEpochs = 500000;
$epochsBetweenReports = 1000;
$desiredError = 0.001;
$result = $this->neuralNetwork->trainOnFile($maxEpochs, $epochsBetweenReports, $desiredError);
if ($result === false) {
throw new RuntimeException(sprintf("Failed to train neural network on file: %s", $this->neuralNetwork->getConfigurationFile()), 1);
}
$result = $this->neuralNetwork->save();
if ($result === false) {
throw new RuntimeException(sprintf("Failed to save neural network to file: %s", $this->neuralNetwork->getConfigurationFile()), 1);
}
return $result;
}
