| Name | Type | Package | Detail |
| BinaryClassificationMetrics | Class | org.apache.spark.mllib.evaluation | Detail |
| MulticlassMetrics | Class | org.apache.spark.mllib.evaluation | Detail |
| MultilabelMetrics | Class | org.apache.spark.mllib.evaluation | Detail |
| RankingMetrics | Class | org.apache.spark.mllib.evaluation | Detail |
| RegressionMetrics | Class | org.apache.spark.mllib.evaluation | Detail |
