Performs an Exploratory Landscape Analysis of a continuous function and computes various features, which quantify the function's landscape. Currently, the following feature sets are provided:
● Data Source:
CranContrib
● Keywords:
● Alias: calculateFeatureSet, calculateFeatures
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Creates a 3D surface plot containing the barrier tree of this cell mapping.
● Data Source:
CranContrib
● Keywords:
● Alias: plotBarrierTree3D
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measureTime
(Package: flacco) :
Measure Runtime of a Feature Computation
Simple wrapper around proc.time .
● Data Source:
CranContrib
● Keywords:
● Alias: measureTime
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Creates a 2D image containing the barrier tree of this cell mapping.
● Data Source:
CranContrib
● Keywords:
● Alias: plotBarrierTree2D
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Create a FeatureObject , which will be used as input for all the feature computations.
● Data Source:
CranContrib
● Keywords:
● Alias: FeatureObject, createFeatureObject
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Contains a list of features. This could be the result of a feature selection (based on a nested resampling strategy) executed on the Glass data.
● Data Source:
CranContrib
● Keywords: data
● Alias: featureList
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Creates a plot of the Information Content Features.
● Data Source:
CranContrib
● Keywords:
● Alias: plotInformationContent
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Given a vector of cell IDs (cell.ids ) and a vector (blocks ), which defines the number of blocks / cells per dimension, a list of all combinations of (linearly) neighbouring cells around each element of cell.ids is returned.
● Data Source:
CranContrib
● Keywords:
● Alias: findLinearNeighbours
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Lists all available feature sets w.r.t. certain restrictions.
● Data Source:
CranContrib
● Keywords:
● Alias: listAvailableFeatureSets
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Visualizes the transitions among the cells in the General Cell Mapping approach.
● Data Source:
CranContrib
● Keywords:
● Alias: plotCellMapping
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