# Assessing Preservation for Dimension Reduction Algorithms

## Documentation for package ‘Preservation’ version 0.2.0

- 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
CrossingNumber | 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