Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21393#discussion_r189942714
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/fpm/PrefixSpan.scala ---
    @@ -35,7 +37,87 @@ import org.apache.spark.sql.types.{ArrayType, LongType, 
StructField, StructType}
      */
     @Since("2.4.0")
     @Experimental
    -object PrefixSpan {
    +final class PrefixSpan(@Since("2.4.0") override val uid: String) extends 
Params {
    +
    +  @Since("2.4.0")
    +  def this() = this(Identifiable.randomUID("prefixSpan"))
    +
    +  /**
    +   * the minimal support level of the sequential pattern, any pattern that
    --- End diff --
    
    Use uppercase for the first char:
    
    """
    Param for the minimal support level (default: `0.1`).
    Sequential patterns that appear more than (minSupport * 
size-of-the-dataset) times are identified as frequent sequential patterns.
    """


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