Assessing Preservation for Dimension Reduction Algorithms

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Documentation for package ‘Preservation’ version 0.1.0

• DESCRIPTION file
• User guides, package vignettes and other documentation

Help Pages

AverageJaccardDistance	Metrics for Preservation of Pairwise Distances
AvgContinuity	Metrics for Preservation of Pairwise Distances
AvgTrustworthiness	Metrics for Preservation of Pairwise Distances
Coil	More Metrics for Path Preservation
colvec	Dimension Reduction Applied to CAVA Daat Subset
Contact	More Metrics for Path Preservation
Curvature	Metrics for Path Preservation
drs	Dimension Reduction Applied to CAVA Daat Subset
EarthMover	Metrics for Preservation of Pairwise Distances
EndpointDisplacement	More Metrics for Path Preservation
idex	Dimension Reduction Applied to CAVA Daat Subset
LengthDistortion	Metrics for Path Preservation
M1Distortion	Metrics for Preservation of Pairwise Distances
MilnorDistortion	Metrics for Preservation of Pairwise Distances
paths-idex	Dimension Reduction Applied to CAVA Daat Subset
prot5	Dimension Reduction Applied to CAVA Daat Subset
QNX	Metrics for Preservation of Pairwise Distances
RankCurvature	Rank-Based Metrics for Path Preservation
RankLengthDistortion	Rank-Based Metrics for Path Preservation
RankSmoothness	More Metrics for Path Preservation
RankSpatialSimilarity	Rank-Based Metrics for Path Preservation
SegmentVariance	Metrics for Path Preservation
SigmaDistortion	Metrics for Preservation of Pairwise Distances
Smoothness	More Metrics for Path Preservation
SpatialSimilarity	Metrics for Path Preservation
SpearmanRho	Metrics for Preservation of Pairwise Distances
Stress	Metrics for Preservation of Pairwise Distances