mfeat-morphological
Dataset:6032871
OpenML dataset with id 18
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/18/mfeat-morphological.arff
Upload date: 6 April 2014
Dataset Characteristics
Number of classes: 10
Number of features: 7 (numeric: 6, symbolic: 1 and in total binary: 0 )
Number of instances: 2,000
Number of instances with missing values: 0
Number of missing values: 0
Author: Robert P.W. Duin, Department of Applied Physics, Delft University of Technology Source: UCI - 1998 Please cite: UCI
Multiple Features Dataset: Morphological One of a set of 6 datasets describing features of handwritten numerals (0 - 9) extracted from a collection of Dutch utility maps. Corresponding patterns in different datasets correspond to the same original character. 200 instances per class (for a total of 2,000 instances) have been digitized in binary images.
In this dataset, these digits are represented in terms of 6 morphological features.
Attribute Information
The meaning of the features is mostly unknown. They are never named in the original files, and the paper only talks about 'morphological features, such as the number of endpoints'.
Relevant Papers
A slightly different version of the database is used in M. van Breukelen, R.P.W. Duin, D.M.J. Tax, and J.E. den Hartog, Handwritten digit recognition by combined classifiers, Kybernetika, vol. 34, no. 4, 1998, 381-386.
The database as is is used in:
A.K. Jain, R.P.W. Duin, J. Mao, Statistical Pattern Recognition: A Review, IEEE Transactions on Pattern Analysis and Machine Intelligence archive, Volume 22 Issue 1, January 2000
This page was built for dataset: mfeat-morphological
