All Functions

Every function and class in the toolbox, by category.

Pipeline Stages

Name	Purpose
`INIT`	Read and filter instance metadata
`PRELIM`	Label good performance and normalise features and performance
`FILTER`	Remove near-duplicate instances to even out the instance density
`SIFTED`	Select the features that best explain algorithm performance
`PILOT`	Project instance features onto a 2D or 3D instance space
`PILOTviewpoint`	Find the best viewing angles of a 3D instance space
`CLOISTER`	Estimate the boundary of the instance space
`PYTHIA`	Train classifiers that predict which algorithms perform well
`TRACE`	Compute algorithm footprints in the instance space

Class Interface

Name	Purpose
`InstanceSpace`	Build, explore and save an instance space

Backward-Compatible Wrappers

Name	Purpose
`buildIS`	Build an instance space from a folder (backward-compatible wrapper)
`exploreIS`	Evaluate a saved instance space on new instances (backward-compatible wrapper)

Utilities

Name	Purpose
`ISAdefaults`	Fill in missing options with their default values
`ISAvalidateOpts`	Check the type and range of user-supplied options
`ISAgetClassifierFcn`	Look up a classifier in the PYTHIA registry
`ISAmigrateModel`	Update a model from an earlier toolbox version to the current layout
`ISAsubsetData`	Keep a subset of the instances in a data structure

Output

Name	Purpose
`scriptcsv`	Write the results of an instance space to CSV files
`scriptpng`	Save figures of an instance space as PNG files
`scriptweb`	Write colour-scaled data for the MATILDA web platform
`ISArecallView`	Return a 3D figure to its optimised viewpoint