protected function _execute(CM_Params $params)
{
$id = $params->getInt('id');
$values = $params->getArray('values');
$svm = new CM_SVM_Model($id);
return $svm->predict($values);
}
protected function _execute(CM_Params $params)
{
$id = $params->getInt('id');
$class = $params->getInt('class');
$values = $params->getArray('values');
$svm = new CM_SVM_Model($id);
$svm->addTraining($class, $values);
}
public function testDeleteOldTrainings()
{
$svm = new CM_SVM_Model(1);
$svm->addTraining(-1, array(1 => 1.0, 2 => 0.0));
$svm->addTraining(-1, array(1 => 1.0, 2 => 0.0));
$svm->addTraining(1, array(1 => 0.0, 2 => 1.0));
$svm->addTraining(1, array(1 => 0.0, 2 => 1.0));
$svm->train();
$this->assertSame(1, $svm->predict(array(1 => 0.0, 2 => 1.0)));
$svm->addTraining(1, array(1 => 1.0, 2 => 0.0));
$svm->addTraining(-1, array(1 => 0.0, 2 => 1.0));
$svm->train();
$this->assertNotSame(-1, $svm->predict(array(1 => 0.0, 2 => 1.0)));
CM_SVM_Model::deleteOldTrainings(2);
$svm = new CM_SVM_Model(1);
$svm->train();
$this->assertSame(-1, $svm->predict(array(1 => 0.0, 2 => 1.0)));
$svm->flush();
}
protected function _registerCallbacksLocal()
{
$this->_registerClockworkCallbacks('1 minute', array('CM_Cli_CommandManager::monitorSynchronizedCommands' => function () {
$commandManager = new CM_Cli_CommandManager();
$commandManager->monitorSynchronizedCommands();
}, 'CM_SVM_Model::trainChanged' => function () {
CM_SVM_Model::trainChanged();
}));
}
