BeetleFly: Beetle/Fly Data
In classiFunc: Classification of Functional Data
Description
Usage
Format
Details
Format A data frame made up of
References
Description
Classification of Beetle and Fly outlines.
Usage
1
Format
An object of class data.frame with 40 rows and 513 columns.
Details
MPEG-7 CE Shape-1 Part B is a database of binary images developed for testing
MPEG-7 shape descriptors, and is available free online
(http://www.dabi.temple.edu/~shape/MPEG7/dataset.html). It is used for testing
contour/image and skeleton-based descriptors. Classes of images vary broadly,
and include classes that are similar in shape to one another. There are 20
instances of each class, and 60 classes in total. We have extracted the outlines
of these images and mapped them into 1-D series of distances to the centre.
Beetle/Fly is the problem of distinguishing between an outline of a beetle and a fly
Format A data frame made up of
- att0 to att511
Functional observation of outline.
- target
Factor encoding if outline is from a beetle (1) or a fly (2).
References
Hills J, Lines J, Baranauskas E, Mapp J, Bagnall A (2014).
"Classification of time series by shapelet transformation."
Data Mining and Knowledge Discovery, 28(4), 851-881.
URL http://timeseriesclassification.com/description.php?Dataset=BeetleFly
classiFunc documentation built on May 2, 2019, 2:04 a.m.
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Description Usage Format Details Format A data frame made up of References
Description
Classification of Beetle and Fly outlines.
Usage
1 |
Format
An object of class data.frame with 40 rows and 513 columns.
Details
MPEG-7 CE Shape-1 Part B is a database of binary images developed for testing MPEG-7 shape descriptors, and is available free online (http://www.dabi.temple.edu/~shape/MPEG7/dataset.html). It is used for testing contour/image and skeleton-based descriptors. Classes of images vary broadly, and include classes that are similar in shape to one another. There are 20 instances of each class, and 60 classes in total. We have extracted the outlines of these images and mapped them into 1-D series of distances to the centre. Beetle/Fly is the problem of distinguishing between an outline of a beetle and a fly
Format A data frame made up of
- att0 to att511
Functional observation of outline.
- target
Factor encoding if outline is from a beetle (1) or a fly (2).
References
Hills J, Lines J, Baranauskas E, Mapp J, Bagnall A (2014). "Classification of time series by shapelet transformation." Data Mining and Knowledge Discovery, 28(4), 851-881. URL http://timeseriesclassification.com/description.php?Dataset=BeetleFly
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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