Interface MissingValueDoubleCalculations
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- All Known Subinterfaces:
BaseBigDecimalMatrix
,BaseBigIntegerMatrix
,BaseBooleanMatrix
,BaseDoubleMatrix
,BaseGenericMatrix<T>
,BaseNumberMatrix<T>
,BaseObjectMatrix
,BigDecimalMatrix
,BigDecimalMatrix2D
,BigDecimalMatrixMultiD
,BigIntegerMatrix
,BigIntegerMatrix2D
,BigIntegerMatrixMultiD
,BooleanMatrix
,BooleanMatrix2D
,ByteArrayMatrix
,ByteArrayMatrix2D
,ByteMatrix
,ByteMatrix2D
,CanPerformCalculations
,CharMatrix
,CharMatrix2D
,DenseBigDecimalMatrix
,DenseBigDecimalMatrix2D
,DenseBigDecimalMatrixMultiD
,DenseBigIntegerMatrix
,DenseBigIntegerMatrix2D
,DenseBooleanMatrix
,DenseBooleanMatrix2D
,DenseByteArrayMatrix
,DenseByteArrayMatrix2D
,DenseByteMatrix
,DenseByteMatrix2D
,DenseCharMatrix
,DenseCharMatrix2D
,DenseDoubleMatrix
,DenseDoubleMatrix2D
,DenseDoubleMatrixMultiD
,DenseFloatMatrix
,DenseFloatMatrix2D
,DenseGenericMatrix<T>
,DenseGenericMatrix2D<T>
,DenseGenericMatrixMultiD<T>
,DenseIntMatrix
,DenseIntMatrix2D
,DenseLongMatrix
,DenseLongMatrix2D
,DenseMatrix
,DenseMatrix2D
,DenseMatrixMultiD
,DenseNumberMatrix<T>
,DenseNumberMatrix2D<T>
,DenseNumberMatrixMultiD<T>
,DenseObjectMatrix
,DenseObjectMatrix2D
,DenseObjectMatrixMultiD
,DenseShortMatrix
,DenseShortMatrix2D
,DenseStringMatrix
,DenseStringMatrix2D
,DoubleCalculations
,DoubleMatrix
,DoubleMatrix2D
,DoubleMatrixMultiD
,FileOrDirectoryMatrix
,FloatMatrix
,FloatMatrix2D
,GeneralDoubleCalculations
,GenericMatrix<T>
,GenericMatrix2D<T>
,GenericMatrixMultiD<T>
,GraphMatrix<N,E>
,IntMatrix
,IntMatrix2D
,ListMatrix<T>
,LongMatrix
,LongMatrix2D
,MapMatrix<K,V>
,Matrix
,Matrix2D
,MatrixMultiD
,NumberMatrix<T>
,NumberMatrix2D<T>
,NumberMatrixMultiD<T>
,ObjectMatrix
,ObjectMatrix2D
,ObjectMatrixMultiD
,SetMatrix<A>
,ShortMatrix
,ShortMatrix2D
,SparseBigDecimalMatrix
,SparseBigDecimalMatrix2D
,SparseBigDecimalMatrixMultiD
,SparseBigIntegerMatrix
,SparseBigIntegerMatrix2D
,SparseBooleanMatrix
,SparseBooleanMatrix2D
,SparseByteArrayMatrix
,SparseByteArrayMatrix2D
,SparseByteMatrix
,SparseByteMatrix2D
,SparseCharMatrix
,SparseCharMatrix2D
,SparseDoubleMatrix
,SparseDoubleMatrix2D
,SparseDoubleMatrixMultiD
,SparseFloatMatrix
,SparseFloatMatrix2D
,SparseGenericMatrix<T>
,SparseGenericMatrix2D<T>
,SparseGenericMatrixMultiD<T>
,SparseIntMatrix
,SparseIntMatrix2D
,SparseLongMatrix
,SparseLongMatrix2D
,SparseMatrix
,SparseMatrix2D
,SparseMatrixMultiD
,SparseNumberMatrix<T>
,SparseNumberMatrix2D<T>
,SparseNumberMatrixMultiD<T>
,SparseObjectMatrix
,SparseObjectMatrix2D
,SparseObjectMatrixMultiD
,SparseShortMatrix
,SparseShortMatrix2D
,SparseStringMatrix
,SparseStringMatrix2D
,StringMatrix
,StringMatrix2D
,TextBlock
,TextSentence
,TextToken
,TreeMatrix<T>
- All Known Implementing Classes:
AbstractBigDecimalMatrix
,AbstractBigIntegerMatrix
,AbstractBooleanMatrix
,AbstractByteArrayMatrix
,AbstractByteMatrix
,AbstractCharMatrix
,AbstractCommonsMathDenseDoubleMatrix2D
,AbstractDenseBigDecimalMatrix
,AbstractDenseBigDecimalMatrix2D
,AbstractDenseBigIntegerMatrix
,AbstractDenseBigIntegerMatrix2D
,AbstractDenseBooleanMatrix
,AbstractDenseBooleanMatrix2D
,AbstractDenseByteArrayMatrix
,AbstractDenseByteArrayMatrix2D
,AbstractDenseByteMatrix
,AbstractDenseByteMatrix2D
,AbstractDenseCharMatrix
,AbstractDenseCharMatrix2D
,AbstractDenseDoubleMatrix2D
,AbstractDenseDoubleMatrixMultiD
,AbstractDenseFloatMatrix
,AbstractDenseFloatMatrix2D
,AbstractDenseGenericMatrix
,AbstractDenseGenericMatrix2D
,AbstractDenseIntMatrix
,AbstractDenseIntMatrix2D
,AbstractDenseJDBCMatrix2D
,AbstractDenseLongMatrix
,AbstractDenseLongMatrix2D
,AbstractDenseObjectMatrix
,AbstractDenseObjectMatrix2D
,AbstractDenseShortMatrix
,AbstractDenseShortMatrix2D
,AbstractDenseStringMatrix
,AbstractDenseStringMatrix2D
,AbstractDoubleMatrix
,AbstractDoubleMatrix2D
,AbstractDoubleMatrixMultiD
,AbstractFloatMatrix
,AbstractGenericMatrix
,AbstractGraphMatrix
,AbstractIntMatrix
,AbstractListMatrix
,AbstractLongMatrix
,AbstractMapMatrix
,AbstractMapMatrixList
,AbstractMapToSparseMatrixWrapper
,AbstractMapToTiledMatrix2DWrapper
,AbstractMatrix
,AbstractNumberMatrix
,AbstractObjectMatrix
,AbstractSetMatrix
,AbstractShortMatrix
,AbstractSparseBigDecimalMatrix
,AbstractSparseBigDecimalMatrix2D
,AbstractSparseBigIntegerMatrix
,AbstractSparseBigIntegerMatrix2D
,AbstractSparseBooleanMatrix
,AbstractSparseBooleanMatrix2D
,AbstractSparseByteArrayMatrix
,AbstractSparseByteArrayMatrix2D
,AbstractSparseByteMatrix
,AbstractSparseByteMatrix2D
,AbstractSparseCharMatrix
,AbstractSparseCharMatrix2D
,AbstractSparseDoubleMatrix
,AbstractSparseDoubleMatrix2D
,AbstractSparseFloatMatrix
,AbstractSparseFloatMatrix2D
,AbstractSparseGenericMatrix
,AbstractSparseGenericMatrix2D
,AbstractSparseIntMatrix
,AbstractSparseIntMatrix2D
,AbstractSparseLongMatrix
,AbstractSparseLongMatrix2D
,AbstractSparseObjectMatrix
,AbstractSparseObjectMatrix2D
,AbstractSparseShortMatrix
,AbstractSparseShortMatrix2D
,AbstractSparseStringMatrix
,AbstractSparseStringMatrix2D
,AbstractStringMatrix
,AbstractTreeMatrix
,ArrayDenseBigDecimalMatrix2D
,ArrayDenseBigIntegerMatrix2D
,ArrayDenseBooleanMatrix2D
,ArrayDenseByteMatrix2D
,ArrayDenseCharMatrix2D
,ArrayDenseDoubleMatrix2D
,ArrayDenseFloatMatrix2D
,ArrayDenseIntMatrix2D
,ArrayDenseLongMatrix2D
,ArrayDenseObjectMatrix2D
,ArrayDenseShortMatrix2D
,ArrayDenseStringMatrix2D
,AvailableProcessorsMatrix
,BenchmarkConfig
,BigDecimalCalculationMatrix
,BigIntegerCalculationMatrix
,BitSetDenseBooleanMatrix2D
,BlockDenseDoubleMatrix2D
,BooleanCalculationMatrix
,BufferedObjectMatrix
,ByteCalculationMatrix
,CharCalculationMatrix
,ClientMatrix
,ColtDenseDoubleMatrix2D
,ColtSparseDoubleMatrix2D
,CommonsMathArrayDenseDoubleMatrix2D
,CommonsMathBlockDenseDoubleMatrix2D
,DefaultDenseBigDecimalMatrix2D
,DefaultDenseBigIntegerMatrix2D
,DefaultDenseByteMatrix2D
,DefaultDenseCharMatrix2D
,DefaultDenseDoubleMatrix2D
,DefaultDenseDoubleMatrixMultiD
,DefaultDenseFloatMatrix2D
,DefaultDenseGenericMatrix2D
,DefaultDenseIntMatrix2D
,DefaultDenseLongMatrix2D
,DefaultDenseObjectMatrix2D
,DefaultDenseObjectMatrixMultiD
,DefaultDenseShortMatrix2D
,DefaultDenseStringMatrix2D
,DefaultGraphMatrix
,DefaultListMatrix
,DefaultMapMatrix
,DefaultSetMatrix
,DefaultSparseBigDecimalMatrix
,DefaultSparseBigIntegerMatrix
,DefaultSparseBooleanMatrix
,DefaultSparseByteMatrix
,DefaultSparseCharMatrix
,DefaultSparseColumnObjectMatrix2D
,DefaultSparseDoubleMatrix
,DefaultSparseDoubleVector1D
,DefaultSparseFloatMatrix
,DefaultSparseGenericMatrix
,DefaultSparseIntMatrix
,DefaultSparseLongMatrix
,DefaultSparseObjectMatrix
,DefaultSparseRowDoubleMatrix2D
,DefaultSparseRowObjectMatrix2D
,DefaultSparseShortMatrix
,DefaultSparseStringMatrix
,DefaultTextBlock
,DefaultTextSentence
,DefaultTextToken
,DefaultTiledObjectMatrix2D
,DefaultTreeMatrix
,DenseCSVStringMatrix2D
,DenseDerbyMatrix2D
,DenseFileMatrix
,DenseHSQLDBMatrix2D
,DenseMySQLMatrix2D
,DensePostgreSQLMatrix2D
,DirectoryMatrix
,DoubleCalculationMatrix
,EmptyMatrix
,FileFormatMatrix
,FileMatrix
,FloatCalculationMatrix
,HttpMatrix
,ImageMatrix
,IndexedSparseDoubleMatrix2D
,IntCalculationMatrix
,IrisMatrix
,JamaDenseDoubleMatrix2D
,JBlasDenseDoubleMatrix2D
,JDBCCatalogListMatrix
,JDBCCatalogMatrix
,JDBCMapMatrix
,JDBCSetMatrix
,JDBCSparseObjectMatrix
,La4JDenseDoubleMatrix2D
,LocalhostMatrix
,LongCalculationMatrix
,MandelbrotMatrix
,MatrixLibraries
,MatrixUIDefaults
,MemoryUsageMatrix
,MessageMatrix
,MessagesMatrix
,MortonDenseDoubleMartrix2D
,NetworkInterfaceMatrix
,NetworkMatrix
,ObjectCalculationMatrix
,ObjectTreeMatrix
,OperatingSystemMatrix
,RandomSeedMatrix
,RemoteHostMatrix
,RemoteObjectMatrixUDP
,RunningThreadsMatrix
,SerializedSparseObjectMatrix
,ServerObjectMatrixUDP
,ShortCalculationMatrix
,SparseCSVMatrix
,SparseFeatureVector
,StringCalculationMatrix
,SubnetMatrix
,SynchronizedGenericMatrix
,SystemEnvironmentMatrix
,SystemPropertiesMatrix
,SystemTimeMatrix
,TextContentMatrix
,TimeSeriesMatrix
,UJMPPluginsMatrix
,UJMPSettings
,VecMathDenseDoubleMatrix2D
,VolatileSparseObjectMatrix
,WaveMatrix
,WelcomeMatrix
,ZipEntryMatrix
,ZipFileMatrix
public interface MissingValueDoubleCalculations
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Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description Matrix
addMissing(Calculation.Ret returnType, int dimension, double... percentMissing)
Adds a specified amount of missing values (Double.NaN) to the MatrixMatrix
countMissing(Calculation.Ret returnType, int dimension)
Counts the missing values within the matrix, i.e.Matrix
deleteColumnsWithMissingValues(Calculation.Ret returnType)
Matrix
deleteRowsWithMissingValues(Calculation.Ret returnType, long threshold)
Matrix
impute(Calculation.Ret returnType, Impute.ImputationMethod method, java.lang.Object... parameters)
Replaces missing values with various methods
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Method Detail
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addMissing
Matrix addMissing(Calculation.Ret returnType, int dimension, double... percentMissing)
Adds a specified amount of missing values (Double.NaN) to the Matrix- Parameters:
returnType
- Select whether a new or a linked Matrix is returned, or if the operation is performed on the original Matrixdimension
- The axis along which to calculatepercentMissing
- defines how many values are missing 0.0 to 1.0- Returns:
- Matrix with missing values @
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countMissing
Matrix countMissing(Calculation.Ret returnType, int dimension)
Counts the missing values within the matrix, i.e. Infinity or NaN- Parameters:
returnType
- Select whether a new or a linked Matrix is returned, or if the operation is performed on the original Matrixdimension
- The axis along which to calculate- Returns:
- Matrix with counts of missing values @
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impute
Matrix impute(Calculation.Ret returnType, Impute.ImputationMethod method, java.lang.Object... parameters)
Replaces missing values with various methods- Parameters:
returnType
- Select whether a new or a linked Matrix is returned, or if the operation is performed on the original Matrixmethod
- the imputation method to useparameters
- specify a set of parameters if needed- Returns:
- Matrix with missing values replaced @
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deleteColumnsWithMissingValues
Matrix deleteColumnsWithMissingValues(Calculation.Ret returnType)
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deleteRowsWithMissingValues
Matrix deleteRowsWithMissingValues(Calculation.Ret returnType, long threshold)
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