Real medical data sets (small)

*This data collection was put together as a part of the study on cluster ensembles under Royal Society Grant #15035 (2004-2005)

Weaning:
Patients with respiratory insufficiency who
have been on artificial ventilation are
classed as (1) not ready for weaning and
(2) ready for weaning.
  • 302 instances
  • 17 features (all continuous-valued)
  • 2 classes
  • no missing values
 weaning.names
weaning.csv
Respiratory:
Premature newborn children with two
types of respiratory distress syndrome
(RDS):- caused by Hyaline Membrane
Disease (class HMD) and not caused by
HMD (class non-HMD).
  • 85 instances
  • 17 features (categorical and continuous-valued)
  • 2 classes
  • no missing values
 rds.names
rds.csv
Laryngeal 1:
Normal versus pathological voices
  • 213 instances
  • 16 features (all continuous-valued)
  • 2 classes
  • no missing values
 laryngeal1.names
laryngeal1.csv
Laryngeal 2:
Normal versus pathological voices
  • 692 instances
  • 16 features (all continuous-valued)
  • 2 classes
  • no missing values
 laryngeal2.names
laryngeal2.csv
Laryngeal 3:
Three-class problem - normal/ functional (neurological) pathology /organic pathology
  • 353 instances
  • 16 features (all continuous-valued)
  • 3 classes
  • no missing values
 laryngeal3.names
laryngeal3.csv
Voice 3:
Three-class problem - normal/ functional (neurological) pathology /organic pathology
  • 238 instances
  • 10 features (9 continuous-valued and 1 categorical)
  • 3 classes
  • no missing values
 voice_3.names
voice_3.csv
Voice 9:
Nine-class problem - 1 normal/ 8 pathology
  • 428 instances
  • 10 features (9 continuous-valued and 1 categorical)
  • 9 classes
  • no missing values
 voice_3.names
voice_3.csv
Conractions:
Detecting intestinal contractions in video
images (capsule endoscopy)
  • 98 instances
  • 27 features (all continuous-valued)
  • 9 classes
  • no missing values
 contractions.names
contractions.csv