clusteringanalysis

Type Members

1. case class BinaryClustersAnalysis[O, Cz[Y, Z <: GVector[Z]] <: Clusterizable[Y, Z, Cz], Vecto[A] <: VectorizationLocalBinary[A, Vecto[A]], GS[X] <: GenSeq[X]](data: GS[Cz[O, BinaryVector]], vectorization: Vecto[O], clustersBasicStatsKeeper: ClusteringBasicStatsKeeper[BinaryVector] = ..., advancedBinaryStats: EveryClusteringBinaryAnalysis = new EveryClusteringBinaryAnalysis) extends ClustersAnalysisLocal[O, BinaryVector, Cz, Vecto[O], GS] with Product with Serializable

   

   Specific class for binary vector datasets

2. case class ClusteringBinaryAnalysis(clusteringNumber: ClusteringNumber, occurencesPerFeature: Array[Int], frequencyPerFeature: Array[Double], occurencesPerFeatureByClusterID: HashMap[types.ClusterIDType.ClusterID, Array[Int]], frequencyPerFeatureByClusterID: HashMap[types.ClusterIDType.ClusterID, Array[Double]]) extends ClusteringBinaryStatsAncestor with Product with Serializable

   

   This class gather various informations about a specific clustering on binary data

3. trait ClusteringBinaryStatsAncestor extends ClusteringSharedTypes

   

4. trait ClustersAnalysisLocal[O, V <: GVector[V], Cz[Y, Z <: GVector[Z]] <: Clusterizable[Y, Z, Cz], Vecto <: VectorizationGenLocal[O, V, Vecto], GS[X] <: GenSeq[X]] extends ClustersAnalysis[O, V, Cz, GS]

   

5. case class EveryClusteringBinaryAnalysis(clusteringBinaryAnalysisByClusteringNumberByVectorization: HashMap[VectorizationID, HashMap[ClusteringNumber, ClusteringBinaryAnalysis]] = ...) extends EveryClusteringBinaryStatsAncestor with Product with Serializable

   

6. trait EveryClusteringBinaryStatsAncestor extends ClusteringSharedTypes

   

7. case class RealClustersAnalysis[O, Cz[Y, Z <: GVector[Z]] <: Clusterizable[Y, Z, Cz], Vecto[A, B <: GVector[B]] <: VectorizationGenLocal[A, B, Vecto[A, B]], GS[X] <: GenSeq[X]](data: GS[Cz[O, ScalarVector]], vectorization: Vecto[O, ScalarVector], clustersBasicStatsKeeper: ClusteringBasicStatsKeeper[ScalarVector] = ...) extends ClustersAnalysisLocal[O, ScalarVector, Cz, Vecto[O, ScalarVector], GS] with Product with Serializable

   

   Specific class for real vector datasets