LsiComponentCluster

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1. final def !=(arg0: Any): Boolean

   

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2. final def ##(): Int

   

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3. final def ==(arg0: Any): Boolean

   

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4. final def asInstanceOf[T0]: T0

   

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5. def clone(): AnyRef

   

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6. def clusterAttributes(lsi: LatentSemanticIndex, kClusters: Int): Map[Int, Array[(Int, Int, (String, Int, Int), Double)]]

   

   cluster similar attributes The value of the V matrix for each cluster is retained so that it is possible to sort groupings of terms in order of the value.

   cluster similar attributes The value of the V matrix for each cluster is retained so that it is possible to sort groupings of terms in order of the value.

   returns

   The output of the map has the key for the corresponding cluster. Whereas each entry in the group for the cluster is a tuple consisting of (Cluster x TermColumnIndex x Term x Weight)

   Definition Classes

   LsiComponentCluster

7. def clusterDocuments(lsi: LatentSemanticIndex, kClusters: Int): Map[Int, Array[(Int, Seq[String], Int, Double)]]

   

   cluster the documents by determining the maximum U values in the U matrix.

   cluster the documents by determining the maximum U values in the U matrix. The U matrix is first processed by subtracting the most negative value so that all values are positive.

   returns

   This will return a set of documents each grouped by the cluster to which they correspond. (ClusterId, Seq[(Int, Seq[String], Int)])

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   LsiComponentCluster

8. final def eq(arg0: AnyRef): Boolean

   

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9. def equals(arg0: Any): Boolean

   

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10. def finalize(): Unit

    

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11. final def getClass(): Class[_]

    

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12. def hashCode(): Int

    

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13. final def isInstanceOf[T0]: Boolean

    

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14. final def ne(arg0: AnyRef): Boolean

    

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15. final def notify(): Unit

    

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16. final def notifyAll(): Unit

    

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17. def subtractMinimum(M: DenseMatrix[Double]): DenseMatrix[Double]

    

    subtract the minimum value of the matrix

    subtract the minimum value of the matrix

    Definition Classes

    LsiComponentCluster

18. final def synchronized[T0](arg0: ⇒ T0): T0

    

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19. def toString(): String

    

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20. final def wait(): Unit

    

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21. final def wait(arg0: Long, arg1: Int): Unit

    

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22. final def wait(arg0: Long): Unit

    

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