google.cloud.dialogflow.v2.SmartReplyMetrics.TopNMetrics */ class TopNMetrics extends \Google\Protobuf\Internal\Message { /** * Number of retrieved smart replies. For example, when `n` is 3, this * evaluation contains metrics for when Dialogflow retrieves 3 smart replies * with the model. * * Generated from protobuf field int32 n = 1; */ private $n = 0; /** * Defined as `number of queries whose top n smart replies have at least one * similar (token match similarity above the defined threshold) reply as the * real reply` divided by `number of queries with at least one smart reply`. * Value ranges from 0.0 to 1.0 inclusive. * * Generated from protobuf field float recall = 2; */ private $recall = 0.0; /** * Constructor. * * @param array $data { * Optional. Data for populating the Message object. * * @type int $n * Number of retrieved smart replies. For example, when `n` is 3, this * evaluation contains metrics for when Dialogflow retrieves 3 smart replies * with the model. * @type float $recall * Defined as `number of queries whose top n smart replies have at least one * similar (token match similarity above the defined threshold) reply as the * real reply` divided by `number of queries with at least one smart reply`. * Value ranges from 0.0 to 1.0 inclusive. * } */ public function __construct($data = NULL) { \GPBMetadata\Google\Cloud\Dialogflow\V2\ConversationModel::initOnce(); parent::__construct($data); } /** * Number of retrieved smart replies. For example, when `n` is 3, this * evaluation contains metrics for when Dialogflow retrieves 3 smart replies * with the model. * * Generated from protobuf field int32 n = 1; * @return int */ public function getN() { return $this->n; } /** * Number of retrieved smart replies. For example, when `n` is 3, this * evaluation contains metrics for when Dialogflow retrieves 3 smart replies * with the model. * * Generated from protobuf field int32 n = 1; * @param int $var * @return $this */ public function setN($var) { GPBUtil::checkInt32($var); $this->n = $var; return $this; } /** * Defined as `number of queries whose top n smart replies have at least one * similar (token match similarity above the defined threshold) reply as the * real reply` divided by `number of queries with at least one smart reply`. * Value ranges from 0.0 to 1.0 inclusive. * * Generated from protobuf field float recall = 2; * @return float */ public function getRecall() { return $this->recall; } /** * Defined as `number of queries whose top n smart replies have at least one * similar (token match similarity above the defined threshold) reply as the * real reply` divided by `number of queries with at least one smart reply`. * Value ranges from 0.0 to 1.0 inclusive. * * Generated from protobuf field float recall = 2; * @param float $var * @return $this */ public function setRecall($var) { GPBUtil::checkFloat($var); $this->recall = $var; return $this; } }