| Name | Type | Package | Detail |
| | | |
| BinaryClassificationMetricComputer | Interface | evaluation.binary | Detail |
| BinaryClassificationMetrics | Annotation Type | mllib.evaluation | Detail |
| MetricsConfig | Annotation Type | spark.metrics | Detail |
| MetricsServlet | Annotation Type | metrics.sink | Detail |
| MetricsSystem | Annotation Type | spark.metrics | Detail |
| MulticlassMetrics | Annotation Type | mllib.evaluation | Detail |
| MultilabelMetrics | Annotation Type | mllib.evaluation | Detail |
| RankingMetrics | Annotation Type | mllib.evaluation | Detail |
| RegressionMetrics | Annotation Type | mllib.evaluation | Detail |
| SparkListenerExecutorMetricsUpdate | Annotation Type | spark.scheduler | Detail |
