Uses of Package
elki.math.linearalgebra.pca.filter
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Packages that use elki.math.linearalgebra.pca.filter Package Description elki.algorithm Miscellaneous algorithms.elki.clustering.correlation Correlation clustering algorithms.elki.clustering.dbscan.predicates Neighbor and core predicated for Generalized DBSCAN.elki.datasource.filter.transform Data space transformations.elki.math.linearalgebra.pca Principal Component Analysis (PCA) and eigenvector processing.elki.math.linearalgebra.pca.filter Filter eigenvectors based on their eigenvalues.elki.math.statistics.intrinsicdimensionality Methods for estimating the intrinsic dimensionality.elki.outlier Outlier detection algorithms. -
Classes in elki.math.linearalgebra.pca.filter used by elki.algorithm Class Description EigenPairFilter The eigenpair filter is used to filter eigenpairs (i.e. eigenvectors and their corresponding eigenvalues) which are a result of a Variance Analysis Algorithm, e.g., Principal Component Analysis. -
Classes in elki.math.linearalgebra.pca.filter used by elki.clustering.correlation Class Description EigenPairFilter The eigenpair filter is used to filter eigenpairs (i.e. eigenvectors and their corresponding eigenvalues) which are a result of a Variance Analysis Algorithm, e.g., Principal Component Analysis. -
Classes in elki.math.linearalgebra.pca.filter used by elki.clustering.dbscan.predicates Class Description EigenPairFilter The eigenpair filter is used to filter eigenpairs (i.e. eigenvectors and their corresponding eigenvalues) which are a result of a Variance Analysis Algorithm, e.g., Principal Component Analysis. -
Classes in elki.math.linearalgebra.pca.filter used by elki.datasource.filter.transform Class Description EigenPairFilter The eigenpair filter is used to filter eigenpairs (i.e. eigenvectors and their corresponding eigenvalues) which are a result of a Variance Analysis Algorithm, e.g., Principal Component Analysis. -
Classes in elki.math.linearalgebra.pca.filter used by elki.math.linearalgebra.pca Class Description EigenPairFilter The eigenpair filter is used to filter eigenpairs (i.e. eigenvectors and their corresponding eigenvalues) which are a result of a Variance Analysis Algorithm, e.g., Principal Component Analysis. -
Classes in elki.math.linearalgebra.pca.filter used by elki.math.linearalgebra.pca.filter Class Description DropEigenPairFilter The "drop" filter looks for the largest drop in normalized relative eigenvalues.EigenPairFilter The eigenpair filter is used to filter eigenpairs (i.e. eigenvectors and their corresponding eigenvalues) which are a result of a Variance Analysis Algorithm, e.g., Principal Component Analysis.FirstNEigenPairFilter The FirstNEigenPairFilter marks the n highest eigenpairs as strong eigenpairs, where n is a user specified number.LimitEigenPairFilter The LimitEigenPairFilter marks all eigenpairs having an (absolute) eigenvalue below the specified threshold (relative or absolute) as weak eigenpairs, the others are marked as strong eigenpairs.PercentageEigenPairFilter The PercentageEigenPairFilter sorts the eigenpairs in descending order of their eigenvalues and marks the first eigenpairs, whose sum of eigenvalues is higher than the given percentage of the sum of all eigenvalues as strong eigenpairs.ProgressiveEigenPairFilter The ProgressiveEigenPairFilter sorts the eigenpairs in descending order of their eigenvalues and marks the first eigenpairs, whose sum of eigenvalues is higher than the given percentage of the sum of all eigenvalues as strong eigenpairs.RelativeEigenPairFilter The RelativeEigenPairFilter sorts the eigenpairs in descending order of their eigenvalues and marks the first eigenpairs who are a certain factor above the average of the remaining eigenvalues.SignificantEigenPairFilter The SignificantEigenPairFilter sorts the eigenpairs in descending order of their eigenvalues and chooses the contrast of an Eigenvalue to the remaining Eigenvalues is maximal.WeakEigenPairFilter The WeakEigenPairFilter sorts the eigenpairs in descending order of their eigenvalues and returns the first eigenpairs who are above the average mark as "strong", the others as "weak". -
Classes in elki.math.linearalgebra.pca.filter used by elki.math.statistics.intrinsicdimensionality Class Description EigenPairFilter The eigenpair filter is used to filter eigenpairs (i.e. eigenvectors and their corresponding eigenvalues) which are a result of a Variance Analysis Algorithm, e.g., Principal Component Analysis. -
Classes in elki.math.linearalgebra.pca.filter used by elki.outlier Class Description EigenPairFilter The eigenpair filter is used to filter eigenpairs (i.e. eigenvectors and their corresponding eigenvalues) which are a result of a Variance Analysis Algorithm, e.g., Principal Component Analysis.