| Name | Description | Type | Package | Framework |
| AssociationRules | Generates association rules from a RDD[FreqItemset[Item]. | Class | org.apache.spark.mllib.fpm | Apache Spark |
| AssociationRules .Rule | An association rule between sets of items. | Class | org.apache.spark.mllib.fpm.AssociationRules | Apache Spark |
| FPGrowth | A parallel FP-growth algorithm to mine frequent itemsets. | Class | org.apache.spark.mllib.fpm | Apache Spark |
| FPGrowth .FreqItemset | param: items items in this itemset. | Class | org.apache.spark.mllib.fpm.FPGrowth | Apache Spark |
| FPGrowthModel | Model trained by FPGrowth, which holds frequent itemsets. | Class | org.apache.spark.mllib.fpm | Apache Spark |
| PrefixSpan | A parallel PrefixSpan algorithm to mine frequent sequential patterns. | Class | org.apache.spark.mllib.fpm | Apache Spark |
| PrefixSpan .FreqSequence | Represents a frequence sequence. | Class | org.apache.spark.mllib.fpm.PrefixSpan | Apache Spark |
| PrefixSpanModel | Model fitted by PrefixSpan param: freqSequences frequent sequences | Class | org.apache.spark.mllib.fpm | Apache Spark |