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image - MaRDI portal

image

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Dataset:6035324



OpenML40592MaRDI QIDQ6035324

OpenML dataset with id 40592

No author found.

Full work available at URL: https://api.openml.org/data/v1/download/4644185/image.arff

Upload date: 16 February 2017



Dataset Characteristics

Number of classes: 2
Number of features: 140 (numeric: 135, symbolic: 5 and in total binary: 5 )
Number of instances: 2,000
Number of instances with missing values: 0
Number of missing values: 0

Multi-label dataset. The image benchmark dataset consists of 2000 natural scene images. Zhou and Zhang (2007) extracted 135 features for each image and made it publicly available as processed image dataset. Each observation can be associated with different label sets, where all possible labels are {desert, mountains, sea, sunset, trees}. About 22% of the images belong to more than one class. However, images belonging to three classes or more are very rare.




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