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Visits since 05/11/2005:
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| KEEL-dataset - data set description |
This section describes main characteristics of the colorMoments data set and its attributes:
General information
| Corel Image Features (colorMoments) data set | |||
|---|---|---|---|
| Type | Unsupervised | Origin | Real world |
| Features | 10 | (Real / Integer / Nominal) | (9 / 1 / 0) |
| Instances | 68040 | Missing values? | No |
Attribute description
| Attribute | Domain |
|---|---|
| ID | [1, 68040] |
| HMean | [-2.478893, 4.097229] |
| HStdv | [-2.373761, 3.363457] |
| HSkew | [-2.864061, 2.936206] |
| SMean | [-2.364097, 3.338979] |
| SStdv | [-3.513883, 3.841843] |
| SSkew | [-4.352194, 3.743065] |
| VMean | [-2.975479, 3.949038] |
| VStdv | [-3.737472, 4.106815] |
| VSkew | [-4.591743, 4.151256] |
Additional information
This dataset is a part of the Corel Image Features data set of the UCI Repository. It contains image features extracted from a Corel image collection (http://corel.digitalriver.com/). The ID attribute is common in each of the 4 parts of the data set (colorHistogram, colorMoments, colorTexture and layoutHistogram).
In this part, the features represent the color moments of each one, where the 9 values are the mean, standard deviation and skewness (one for each of H,S, and V in HSV color space).
In this section you can download some files related to the colorMoments data set:
- The complete data set already formatted in KEEL format can be downloaded from
here
. - The header file associated to this data set can be downloaded from here
. - This is not a native data set from the KEEL project. It has been obtained from the UCI Machine Learning repository. The original page where the data set can be found is: http://archive.ics.uci.edu/ml/datasets/Corel+Image+Features.
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