PRTools Guide

PRDataSets Guide

PRDataSets

PRDATASETS

PRDATASETS: Pattern Recognition Datasets in PRTools format
Version 2.04 20-Mar-2017

Feature based labeled datasets

name objects feats classes
x80 45 8 3 radial distances of characters
arrhythmia 420 278 2 presence or absence of cardia arrhythmia
auto_mpg 398 6 2 car/miles-per-gallon
malaysia 291 8 20 segment features in utility symbols
biomed 194 5 2 various patient indicators
breast 683 9 2 Wisconsion breast cancer dataset
cbands 12000 30 24 chromosome banding patterns
chromo 1143 8 24 chromosome blob features
diabetes 768 8 2 Pima Indians Diabetes Database
ecoli 272 7 3 protein localisation sites
glass 214 9 4 glass types from chemical components
heart 297 13 2 heart disease dataset
imox 192 8 4 radial distances of characters
ionosphere 351 34 2 radar data
iris 150 4 3 Fisher's Iris dataset
liver 345 6 2 liver disorder
satellite 6435 36 6 spectral data
sonar 208 60 2 rock / metal sonar features
soybean1 266 35 19 large Soybeans
soybean2 136 35 4 small Soybeans
twonorm 7400 20 2 Leo Breiman's two normal example.
ringnorm 7400 20 2 Leo Breiman's ringnorm example.
wine 178 13 3 wine recognition
mfeat_fac 2000 216 10 face features in digits dataset
mfeat_fou 2000 76 10 Fourier features in digits dataset
mfeat_kar 2000 64 10 Karhunen Loeve features in digits dataset
mfeat_pix 2000 240 10 pixel features in digits dataset
mfeat_zer 2000 53 10 Zernike moments in digits dataset
mfeat_mor 2000 6 10 morphological features in digits dataset

Multi-band images (pixels are objects, bands are features)

name pixels bands classes
emim 128*128 8 1 A seto of 5 8-band EM images
lena 256*256 3 1 full-color image
texturel 5*128*128 7 5 texture features for 5 different texture images
texturet 256*256 7 5 composite texture image

Image datasets (pixels are features, images are objects)

name images pixels classes
kimia 216 64*64 18 resampled Kimia dataset of silhouettes
mnist8 70000 8*8 10 Normalized MNIST digits
nist16 2000 16*16 10 Normalized NIST digits
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PRDataSets Guide