Horse Colic

Horse Colic

Predict the livelihood of a horse




Instances: 368

Attributes: 27

Tasks: Classification

Downloads: 814

Year Published: 1989

Missing Values: Yes


Attribute Details:
Name Type Description
surgery integer 1 = Yes, it had surgery, 2 = It was treated without surgery
age integer 1 = Adult horse, 2 = Young (< 6 months)
rectal_temperature float linear; in degrees celsius; An elevated temp may occur due to infection. temperature may be reduced when the animal is in late shock; normal temp is 37.8. this parameter will usually change as the problem progresses
pulse integer linear; the heart rate in beats per minute; is a reflection of the heart condition
respiratory_rate integer usefulness is doubtful due to the great fluctuations
temperature_of_extremities integer a subjective indication of peripheral circulation; possible values: 1 = Normal, 2 = Warm, 3 = Cool, 4 = Cold
peripheral_pulse integer possible values are: 1 = normal, 2 = increased, 3 = reduced, 4 = absent
mucous_membranes integer a subjective measurement of colour; possible values are: 1 = normal pink, 2 = bright pink, 3 = pale pink, 4 = pale cyanotic, 5 = bright red / injected, 6 = dark cyanotic
capillary_refill_time integer a clinical judgement. The longer the refill, the poorer the circulation. possible values: 1 = < 3 seconds, 2 = >= 3 seconds
pain integer a subjective judgement of the horse's pain level. possible values: 1 = alert, no pain, 2 = depressed, 3 = intermittent mild pain, 4 = intermittent severe pain, 5 = continuous severe pain
peristalsis integer an indication of the activity in the horse's gut. As the gut becomes more distended or the horse becomes more toxic, the activity decreases. possible values: 1 = hypermotile, 2 = normal, 3 = hypomotile, 4 = absent
abdominal_distension integer An IMPORTANT parameter. possible values: 1 = none, 2 = slight, 3 = moderate, 4 = severe
nasogastric_tube integer possible values: 1 = none, 2 = slight, 3 = significant
nasogastric_reflux integer possible values: 1 = none, 2 = > 1 liter, 3 = < 1 liter
outcome integer what eventually happened to the horse?. possible values: 1 = lived, 2 = died, 3 = was euthanized

Showing 15 out of 27 attributes. Download attribute CSV for full details





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SAMPLE VALUES


surgery age rectal temperature pulse respiratory rate temperature of extremities peripheral pulse mucous membranes capillary refill time pain peristalsis abdominal distension nasogastric tube nasogastric reflux outcome
2.0 1.0 38.5 66.0 28.0 3.0 3.0 -100000.0 2.0 5.0 4.0 4.0 -100000.0 -100000.0 2.0
1.0 1.0 39.2 88.0 20.0 -100000.0 -100000.0 4.0 1.0 3.0 4.0 2.0 -100000.0 -100000.0 3.0
2.0 1.0 38.3 40.0 24.0 1.0 1.0 3.0 1.0 3.0 3.0 1.0 -100000.0 -100000.0 1.0
1.0 2.0 39.1 164.0 84.0 4.0 1.0 6.0 2.0 2.0 4.0 4.0 1.0 2.0 2.0

Showing 15 out of 27 attributes. Download attribute CSV for full details








DETAILS


Description

Predict whether a horse lived, died or was euthanized based on it's health history and other factors



LICENSE

UCI Machine Learning Repository

Creators:

Mary McLeish & Matt Cecile
Department of Computer Science
University of Guelph
Guelph, Ontario, Canada N1G 2W1
mdmcleish '@' water.waterloo.edu

Donor:

Will Taylor (taylor '@' pluto.arc.nasa.gov)






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