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Index of horse-colic
02 Dec 1996 212 Index
19 Jul 1992 9045 horse-colic.names
17 Jul 1992 25437 horse-colic.data
17 Jul 1992 9599 horse-colic.names.original
17 Jul 1992 5807 horse-colic.test
data/horse-colic.data
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2 1 534157 38.5 60 40 3 1 2 1 2 1 2 ? ? ? 3 2 49 59 ? ? 1 2 00000 00000 00000 2
1 1 528047 37.30 48 12 1 ? 3 1 3 1 3 2 1 ? 3 3 40.00 6.60 2 ? 1 1 03205 00000 00000 1
1 1 528641 38.50 86 ? 1 1 3 1 4 4 3 2 1 ? 3 5 45.00 7.40 1 3.40 2 1 03209 00000 00000 1
1 1 534073 37.5 48 40 ? ? ? ? ? ? ? 1 1 ? ? 5 41 55 3 2 3 1 02208 00000 00000 2
2 1 529685 37.20 36 9 1 1 1 1 2 3 1 2 1 ? 4 1 35.00 5.70 ? ? 1 2 31110 00000 00000 2
1 1 529528 39.20 ? 23 3 1 3 1 4 4 2 2 ? ? ? ? 36.00 6.60 1 3.00 1 1 03115 00000 00000 1
2 1 528151 38.50 100 ? 3 3 5 2 4 3 4 2 1 ? 4 5 ? ? ? ? 3 2 04124 00000 00000 2
1 1 535137 38.5 96 30 2 3 4 2 4 4 3 2 1 ? 3 5 50 65 ? ? 1 1 06111 03112 00000 2
1 1 530297 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 45.00 8.70 ? ? 2 1 02208 00000 00000 2
1 1 535338 37.8 88 80 3 3 5 2 ? 3 3 2 3 ? 4 5 64 89 ? ? 3 1 03205 00000 00000 2
2 1 534478 37.5 44 10 3 1 1 1 3 1 2 2 ? ? 3 3 43 51 1 1 1 2 00000 00000 00000 2
1 1 530401 37.90 68 20 ? 1 2 1 2 4 2 ? ? ? 1 5 45.00 4.00 3 2.80 2 1 05400 00000 00000 1
1 1 529893 38.00 86 24 4 3 4 1 2 4 4 1 1 ? 4 5 45.00 5.50 1 10.10 2 1 03111 00000 00000 1
1 9 5294369 38.90 120 30 1 3 2 2 3 3 3 3 1 3.00 ? ? 47.00 6.30 1 ? 1 2 02124 00000 00000 2
1 1 528183 37.60 45 12 3 1 3 1 ? 2 2 2 1 ? 1 4 39.00 7.00 2 1.50 1 1 02112 00000 00000 1
2 1 529183 38.60 56 32 2 1 1 1 1 1 1 2 ? ? 2 ? 40.00 7.00 2 2.10 1 2 00000 00000 00000 1
1 1 529135 37.80 40 12 1 1 1 1 1 2 1 2 1 ? 1 2 38.00 7.00 ? ? 1 1 03111 00000 00000 2
2 1 528977 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 1 2 00000 00000 00000 2
1 1 5279441 38.00 76 18 ? ? ? 2 ? ? ? ? ? ? ? ? 71.00 11.00 ? ? 1 1 02209 00000 00000 1
1 1 535240 38.1 40 36 1 2 2 1 2 2 ? ? ? ? ? ? ? ? ? ? 3 1 03112 00000 00000 2
1 1 529736 ? 52 28 3 3 4 1 3 4 3 2 1 ? 4 4 37.00 8.10 ? ? 1 1 02111 00000 00000 2
1 1 535029 39.2 88 58 4 4 ? 2 5 4 ? ? ? ? ? ? ? ? 2 2 3 2 03205 00000 00000 2
1 1 535031 38.5 92 40 4 3 ? 1 2 4 3 ? ? ? 4 ? 46 67 2 2 1 1 02208 00000 00000 2
1 1 528800 ? 112 13 4 4 4 1 2 3 1 2 1 4.50 4 4 60.00 6.30 3 ? 1 1 02205 00000 00000 1
1 1 528178 37.70 66 12 1 1 3 1 3 3 2 2 ? ? 4 4 31.50 6.20 2 1.60 1 1 02208 00000 00000 1
1 1 535392 38.8 50 14 1 1 1 1 3 1 1 1 1 ? 3 5 38 58 ? ? 1 1 03111 00000 00000 2
2 1 528931 38.40 54 24 1 1 1 1 1 3 1 2 1 ? 3 2 49.00 7.20 1 8.00 1 2 03111 00000 00000 1
1 1 528503 39.20 120 20 4 3 5 2 2 3 3 1 3 ? ? 4 60.00 8.80 3 ? 2 1 02205 00000 00000 2
1 9 5289419 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 45.00 6.50 2 ? 1 1 09000 00000 00000 1
1 1 535196 37.3 90 40 3 ? 6 2 5 4 3 2 2 ? 1 5 65 50 3 2 3 1 03205 00000 00000 2
1 9 534597 38.5 120 70 ? ? ? ? ? 1 ? 2 ? ? 1 ? 35 54 1 1 1 1 04205 03111 02209 2
1 1 534280 38.5 104 40 3 3 ? 1 4 3 4 ? ? ? ? ? ? ? ? ? 1 1 02124 00000 00000 2
2 1 530028 39.50 92 28 3 3 6 1 5 4 1 ? 3 ? 4 ? 72.00 6.40 ? 3.60 2 2 03300 00000 00000 2
1 1 5262543 38.50 30 18 ? ? ? ? ? ? ? ? ? ? ? ? 40.00 7.70 ? ? 1 1 02113 00000 00000 2
1 1 530526 38.30 72 30 4 3 3 2 3 3 3 2 1 ? 3 5 43.00 7.00 2 3.90 1 1 03113 00000 00000 1
2 1 528729 37.50 48 30 4 1 3 1 ? 2 1 1 1 ? 1 1 48.00 8.60 ? ? 1 2 00400 00000 00000 2
1 1 528469 38.10 52 24 1 1 5 1 4 3 1 2 3 7.00 1 ? 54.00 7.50 2 2.60 2 1 02206 00000 00000 1
2 1 528179 38.20 42 26 1 1 1 1 3 1 2 ? ? ? 1 ? 36.00 6.90 ? ? 1 2 03111 00000 00000 2
2 1 533750 37.9 54 42 2 1 5 1 3 1 1 ? 1 ? ? 2 47 54 3 1 1 2 00000 00000 00000 2
2 1 528702 36.10 88 ? 3 3 3 1 3 3 2 2 3 ? ? 4 45.00 7.00 3 4.80 3 1 02209 00000 00000 1
1 1 534183 38.1 70 22 ? 1 ? 1 5 3 ? ? ? ? ? 5 36 65 ? ? 3 1 03205 00000 00000 2
1 1 529160 38.00 90 30 4 3 4 2 5 4 4 ? ? ? 4 5 55.00 6.10 ? ? 2 1 03205 00000 00000 2
1 1 529045 38.20 52 16 1 1 2 1 1 2 1 1 1 ? 1 ? 43.00 8.10 ? ? 1 2 00000 00000 00000 1
1 1 530354 ? 36 32 1 1 4 1 5 3 3 2 3 4.00 ? 4 41.00 5.90 ? ? 2 1 02205 00000 00000 2
1 1 5281091 38.40 92 20 1 ? ? 2 ? 3 3 ? ? ? 1 ? ? ? ? ? 1 1 02208 00000 00000 1
1 9 5291409 38.20 124 88 1 3 2 1 2 3 4 ? ? ? ? ? 47.00 8.00 1 ? 1 1 09400 00000 00000 1
2 1 528904 ? 96 ? 3 3 3 2 5 4 4 ? 1 ? 4 5 60.00 ? ? ? 2 1 41110 00000 00000 2
1 1 530366 37.60 68 32 3 ? 3 1 4 2 4 2 2 6.50 1 5 47.00 7.20 1 ? 1 1 03209 00000 00000 2
1 1 530170 38.10 88 24 3 3 4 1 5 4 3 2 1 ? 3 4 41.00 4.60 ? ? 2 1 02209 00000 00000 2
1 1 527709 38.00 108 60 2 3 4 1 4 3 3 2 ? ? 3 4 ? ? 3 ? 1 1 02205 00000 00000 2
2 1 528169 38.20 48 ? 2 ? 1 2 3 3 1 2 1 ? ? 2 34.00 6.60 ? ? 1 2 03111 00000 00000 2
1 1 535043 39.3 100 51 4 4 6 1 2 4 1 1 3 2 ? 4 66 13 3 2 3 1 02113 00000 00000 2
2 1 527940 36.60 42 18 3 3 2 1 1 4 1 1 1 ? ? 5 52.00 7.10 ? ? 2 1 05111 00000 00000 2
1 9 5291719 38.80 124 36 3 1 2 1 2 3 4 1 1 ? 4 4 50.00 7.60 3 ? 2 1 02208 00000 00000 1
2 1 530561 ? 112 24 3 3 4 2 5 4 2 ? ? ? 4 ? 40.00 5.30 3 2.60 1 2 00400 00000 00000 1
1 1 533738 ? 80 ? 3 3 3 1 4 4 4 ? ? ? 4 5 43 70 ? ? 1 1 03111 00000 00000 2
1 9 5294539 38.80 184 84 1 ? 1 1 4 1 3 ? ? ? 2 ? 33.00 3.30 ? ? 2 1 07111 00000 00000 2
1 1 533871 37.5 72 ? 2 1 1 1 2 1 1 1 1 ? 1 ? 35 65 2 2 3 1 07209 00000 00000 2
1 1 529812 38.70 96 28 3 3 4 1 ? 4 ? ? 3 7.50 ? ? 64.00 9.00 ? ? 2 1 02205 00000 00000 1
2 1 534719 37.5 52 12 1 1 1 1 2 3 2 2 1 ? 3 5 36 61 1 1 1 2 00000 00000 00000 2
1 1 527734 40.80 72 42 3 3 1 1 2 3 1 2 1 ? ? ? 54.00 7.40 3 ? 2 1 11400 00000 00000 1
2 1 534933 38 40 25 ? 1 1 1 4 3 2 1 1 ? 4 ? 37 69 ? ? 1 2 00000 00000 00000 2
2 1 529296 38.40 48 16 2 1 1 1 1 ? 2 2 1 ? ? 2 39.00 6.50 ? ? 1 2 03111 00000 00000 1
2 9 5305629 38.60 88 28 ? ? ? ? ? ? ? ? ? ? ? ? 35.00 5.90 ? ? 1 2 00000 00000 00000 2
1 1 528743 37.10 75 36 ? ? 3 2 4 4 2 2 3 5.00 4 4 48.00 7.40 3 3.20 2 1 12208 00000 00000 1
1 1 530478 38.30 44 21 3 1 2 1 3 3 3 2 1 ? 1 5 44.00 6.50 2 4.40 1 1 02209 00000 00000 1
2 1 528590 ? 56 68 3 1 1 1 3 3 1 2 1 ? 1 ? 40.00 6.00 ? ? 3 1 05206 00000 00000 2
2 1 529865 38.60 68 20 2 1 3 1 3 3 2 1 1 ? 1 5 38.00 6.50 1 ? 1 2 05124 00000 00000 1
2 1 527829 38.30 54 18 3 1 2 1 2 3 2 ? 3 5.40 ? 4 44.00 7.20 3 ? 1 2 02124 00000 00000 1
1 1 534403 38.2 42 20 ? ? 1 1 ? 3 ? ? ? ? 3 ? 47 60 ? ? 1 2 00000 00000 00000 2
1 1 527883 39.30 64 90 2 3 1 1 ? 3 1 1 2 6.50 1 5 39.00 6.70 ? ? 1 1 31110 00000 00000 2
1 1 528570 37.50 60 50 3 3 1 1 3 3 2 2 2 3.50 3 4 35.00 6.50 ? ? 2 1 02209 00000 00000 2
1 1 534626 37.7 80 ? 3 3 6 1 5 4 1 2 3 ? 3 1 50 55 3 2 1 1 04206 00000 00000 2
1 1 529796 ? 100 30 3 3 4 2 5 4 4 3 3 ? 4 4 52.00 6.60 ? ? 1 1 02124 00000 00000 2
1 1 528638 37.70 120 28 3 3 3 1 5 3 3 1 1 ? ? ? 65.00 7.00 3 ? 2 1 04205 00000 00000 1
1 1 534624 ? 76 ? ? 3 ? ? ? 4 4 ? ? ? ? 5 ? ? ? ? 3 1 11124 00000 00000 2
1 9 5297159 38.80 150 50 1 3 6 2 5 3 2 1 1 ? ? ? 50.00 6.20 ? ? 2 1 04207 00000 00000 2
1 1 534787 38.0 36 16 3 1 1 1 4 2 2 3 3 2 3 ? 37 75 2 1 3 2 03111 00000 00000 2
2 1 528620 36.90 50 40 2 3 3 1 1 3 2 3 1 7.00 ? ? 37.50 6.50 ? ? 1 2 03111 00000 00000 2
2 1 528019 37.80 40 16 1 1 1 1 1 1 1 ? ? ? 1 1 37.00 6.80 ? ? 1 2 00000 00000 00000 2
2 1 529172 38.20 56 40 4 3 1 1 2 4 3 2 2 7.50 ? ? 47.00 7.20 1 2.50 1 2 08300 00000 00000 1
1 1 534644 38.6 48 12 ? ? 1 ? 1 1 ? ? ? ? ? ? 36 67 ? ? 1 2 00000 00000 00000 2
2 1 530624 40.00 78 ? 3 3 5 1 2 3 1 1 1 ? 4 1 66.00 6.50 ? ? 2 1 08400 00000 00000 1
1 1 527544 ? 70 16 3 4 5 2 2 3 2 2 1 ? 4 5 60.00 7.50 ? ? 2 1 01400 00000 00000 2
1 1 527758 38.20 72 18 ? ? ? ? ? ? ? ? ? ? ? ? 35.00 6.40 ? ? 1 1 03124 00000 00000 2
2 1 530439 38.50 54 ? 1 1 1 1 3 1 1 2 1 ? 1 ? 40.00 6.80 2 7.00 1 2 00000 00000 00000 1
1 1 5283431 38.50 66 24 1 1 1 1 3 3 1 2 1 ? 4 5 40.00 6.70 1 ? 1 1 31110 00000 00000 1
2 1 5275212 37.80 82 12 3 1 1 2 4 ? 3 1 3 ? ? ? 50.00 7.00 ? ? 3 1 02205 00000 00000 2
2 9 5305129 39.50 84 30 ? ? ? 1 ? ? ? ? ? ? ? ? 28.00 5.00 ? ? 1 2 00000 00000 00000 2
1 1 529428 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 1 1 02124 00000 00000 2
1 1 529126 38.00 50 36 ? 1 1 1 3 2 2 ? ? ? 3 ? 39.00 6.60 1 5.30 1 1 08400 00000 00000 1
2 1 535054 38.6 45 16 2 1 2 1 1 1 ? ? ? ? 1 1 43 58 ? ? 1 2 00000 00000 00000 2
1 1 528890 38.90 80 44 3 3 3 1 2 3 3 2 2 7.00 3 1 54.00 6.50 3 ? 2 1 07111 00000 00000 2
1 1 530034 37.00 66 20 1 3 2 1 4 3 3 1 ? ? 1 5 35.00 6.90 2 ? 2 1 31110 00000 00000 2
1 1 534004 ? 78 24 3 3 3 1 ? 3 ? 2 1 ? ? 4 43 62 ? 2 3 2 02209 00000 00000 2
2 1 533902 38.5 40 16 1 1 1 1 2 1 1 ? ? ? 3 2 37 67 ? ? 1 2 00000 00000 00000 2
1 1 533886 ? 120 70 4 ? 4 2 2 4 ? ? ? ? ? 5 55 65 ? ? 3 2 03205 00000 00000 2
2 1 527702 37.20 72 24 3 2 4 2 4 3 3 3 1 ? 4 4 44.00 ? 3 3.30 3 1 02208 00000 00000 1
1 1 529386 37.50 72 30 4 3 4 1 4 4 3 2 1 ? 3 5 60.00 6.80 ? ? 2 1 03205 00000 00000 2
1 1 530612 36.50 100 24 3 3 3 1 3 3 3 3 1 ? 4 4 50.00 6.00 3 3.40 1 1 02208 00000 00000 1
1 1 534618 37.2 40 20 ? ? ? ? ? ? ? ? ? ? 4 1 36 62 1 1 3 2 06112 00000 00000 2
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1. TItle: Horse Colic database
2. Source Information
-- 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)
-- Date: 8/6/89
3. Past Usage:
-- Unknown
4. Relevant Information:
-- 2 data files
-- horse-colic.data: 300 training instances
-- horse-colic.test: 68 test instances
-- Possible class attributes: 24 (whether lesion is surgical)
-- others include: 23, 25, 26, and 27
-- Many Data types: (continuous, discrete, and nominal)
5. Number of Instances: 368 (300 for training, 68 for testing)
6. Number of attributes: 28
7. Attribute Information:
1: surgery?
1 = Yes, it had surgery
2 = It was treated without surgery
2: Age
1 = Adult horse
2 = Young (< 6 months)
3: Hospital Number
- numeric id
- the case number assigned to the horse
(may not be unique if the horse is treated > 1 time)
4: rectal temperature
- 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
eg. may start out normal, then become elevated because of
the lesion, passing back through the normal range as the
horse goes into shock
5: pulse
- linear
- the heart rate in beats per minute
- is a reflection of the heart condition: 30 -40 is normal for adults
- rare to have a lower than normal rate although athletic horses
may have a rate of 20-25
- animals with painful lesions or suffering from circulatory shock
may have an elevated heart rate
6: respiratory rate
- linear
- normal rate is 8 to 10
- usefulness is doubtful due to the great fluctuations
7: temperature of extremities
- a subjective indication of peripheral circulation
- possible values:
1 = Normal
2 = Warm
3 = Cool
4 = Cold
- cool to cold extremities indicate possible shock
- hot extremities should correlate with an elevated rectal temp.
8: peripheral pulse
- subjective
- possible values are:
1 = normal
2 = increased
3 = reduced
4 = absent
- normal or increased p.p. are indicative of adequate circulation
while reduced or absent indicate poor perfusion
9: mucous membranes
- 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
- 1 and 2 probably indicate a normal or slightly increased
circulation
- 3 may occur in early shock
- 4 and 6 are indicative of serious circulatory compromise
- 5 is more indicative of a septicemia
10: capillary refill time
- a clinical judgement. The longer the refill, the poorer the
circulation
- possible values
1 = < 3 seconds
2 = >= 3 seconds
11: pain - 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
- should NOT be treated as a ordered or discrete variable!
- In general, the more painful, the more likely it is to require
surgery
- prior treatment of pain may mask the pain level to some extent
12: peristalsis
- 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
13: abdominal distension
- An IMPORTANT parameter.
- possible values
1 = none
2 = slight
3 = moderate
4 = severe
- an animal with abdominal distension is likely to be painful and
have reduced gut motility.
- a horse with severe abdominal distension is likely to require
surgery just tio relieve the pressure
14: nasogastric tube
- this refers to any gas coming out of the tube
- possible values:
1 = none
2 = slight
3 = significant
- a large gas cap in the stomach is likely to give the horse
discomfort
15: nasogastric reflux
- possible values
1 = none
2 = > 1 liter
3 = < 1 liter
- the greater amount of reflux, the more likelihood that there is
some serious obstruction to the fluid passage from the rest of
the intestine
16: nasogastric reflux PH
- linear
- scale is from 0 to 14 with 7 being neutral
- normal values are in the 3 to 4 range
17: rectal examination - feces
- possible values
1 = normal
2 = increased
3 = decreased
4 = absent
- absent feces probably indicates an obstruction
18: abdomen
- possible values
1 = normal
2 = other
3 = firm feces in the large intestine
4 = distended small intestine
5 = distended large intestine
- 3 is probably an obstruction caused by a mechanical impaction
and is normally treated medically
- 4 and 5 indicate a surgical lesion
19: packed cell volume
- linear
- the # of red cells by volume in the blood
- normal range is 30 to 50. The level rises as the circulation
becomes compromised or as the animal becomes dehydrated.
20: total protein
- linear
- normal values lie in the 6-7.5 (gms/dL) range
- the higher the value the greater the dehydration
21: abdominocentesis appearance
- a needle is put in the horse's abdomen and fluid is obtained from
the abdominal cavity
- possible values:
1 = clear
2 = cloudy
3 = serosanguinous
- normal fluid is clear while cloudy or serosanguinous indicates
a compromised gut
22: abdomcentesis total protein
- linear
- the higher the level of protein the more likely it is to have a
compromised gut. Values are in gms/dL
23: outcome
- what eventually happened to the horse?
- possible values:
1 = lived
2 = died
3 = was euthanized
24: surgical lesion?
- retrospectively, was the problem (lesion) surgical?
- all cases are either operated upon or autopsied so that
this value and the lesion type are always known
- possible values:
1 = Yes
2 = No
25, 26, 27: type of lesion
- first number is site of lesion
1 = gastric
2 = sm intestine
3 = lg colon
4 = lg colon and cecum
5 = cecum
6 = transverse colon
7 = retum/descending colon
8 = uterus
9 = bladder
11 = all intestinal sites
00 = none
- second number is type
1 = simple
2 = strangulation
3 = inflammation
4 = other
- third number is subtype
1 = mechanical
2 = paralytic
0 = n/a
- fourth number is specific code
1 = obturation
2 = intrinsic
3 = extrinsic
4 = adynamic
5 = volvulus/torsion
6 = intussuption
7 = thromboembolic
8 = hernia
9 = lipoma/slenic incarceration
10 = displacement
0 = n/a
28: cp_data
- is pathology data present for this case?
1 = Yes
2 = No
- this variable is of no significance since pathology data
is not included or collected for these cases
8. Missing values: 30% of the values are missing
data/horse-colic.names.original
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(Message inbox:6)
Received: from charon.arc.nasa.gov by ICS.UCI.EDU id aa10794; 6 Aug 89 16:05 PDT
Received: from HALEAKALA.arc.nasa.gov by CHARON.arc.nasa.gov via INTERNET with SMTP id 40376; 6 Aug 89 16:03:21 PDT
Date: Sun, 6 Aug 89 16:06 PDT
From: will taylor <taylor@CHARON.arc.nasa.GOV>
Subject: Horse Colic DB - 1 of 3
To: aha@ICS.UCI.EDU
Message-ID: <19890806230616.2.TAYLOR@HALEAKALA.arc.nasa.gov>
Source of database:
- Mary McLeish & Matt Cecile
Dept. of Computer Science
U. of Guelph
Guelph, Ontario, Canada N1G 2W1
mdmcleish@water.waterloo.edu
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
Date: Sat, 5 Aug 89 09:40:08 EDT
From: mdmcleish@water.waterloo.edu
Message-Id: <8908051340.AA29845@water.waterloo.edu>
To: taylor@pluto.arc.nasa.gov
HORSE COLIC DOMAIN: DESCRIPTION OF DATA
=======================================
The data is supplied in two files. The first contains 300 horse
colic cases that should be used for training data while the second contains
68 cases that can be used for testing the performance of your method.
The variable that we have tended to try and predict is V24, that is, whether
or not the lesion is surgical. Other variables of interest are outcome, V23,
and lesion types, V25,V26,V27.
The sample contains approx. 30% missing values (indicated by a zero in the
data provided). You will need to deal with all types of variables (continuous,
discrete, and nominal) as well as the missing values in your method.
VARIABLES:
==========
V1: surgery?
1 = Yes, it had surgery
2 = It was treated without surgery
V2: Age
1 = Adult horse
2 = Young (< 6 months)
V3: Hospital Number
- the case number assigned to the horse
(may not be unique if the horse is treated > 1 time)
V4: rectal temperature
- 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
eg. may start out normal, then become elevated because of
the lesion, passing back through the normal range as the
horse goes into shock
V5: pulse
- the heart rate in beats per minute
- is a reflection of the heart condition: 30 -40 is normal for adults
- rare to have a lower than normal rate although athletic horses
may have a rate of 20-25
- animals with painful lesions or suffering from circulatory shock
may have an elevated heart rate
V6: respiratory rate
- normal rate is 8 to 10
- usefulness is doubtful due to the great fluctuations
V7: temperature of extremities
- a subjective indication of peripheral circulation
- possible values:
1 = Normal
2 = Warm
3 = Cool
4 = Cold
- cool to cold extremities indicate possible shock
- hot extremities should correlate with an elevated rectal temp.
V8: peripheral pulse
- subjective
- possible values are:
1 = normal
2 = increased
3 = reduced
4 = absent
- normal or increased p.p. are indicative of adequate circulation
while reduced or absent indicate poor perfusion
V9: mucous membranes
- 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
- 1 and 2 probably indicate a normal or slightly increased
circulation
- 3 may occur in early shock
- 4 and 6 are indicative of serious circulatory compromise
- 5 is more indicative of a septicemia
V10: capillary refill time
- a clinical judgement. The longer the refill, the poorer the
circulation
- possible values
1 = < 3 seconds
2 = >= 3 seconds
V11: pain
- 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
- should NOT be treated as a ordered or discrete variable!
- In general, the more painful, the more likely it is to require
surgery
- prior treatment of pain may mask the pain level to some extent
V12: peristalsis
- 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
V13: abdominal distension
- An IMPORTANT parameter.
- possible values
1 = none
2 = slight
3 = moderate
4 = severe
- an animal with abdominal distension is likely to be painful and
have reduced gut motility.
- a horse with severe abdominal distension is likely to require
surgery just tio relieve the pressure
V14: nasogastric tube
- this refers to any gas coming out of the tube
- possible values:
1 = none
2 = slight
3 = significant
- a large gas cap in the stomach is likely to give the horse
discomfort
V15: nasogastric reflux
- possible values
1 = none
2 = > 1 liter
3 = < 1 liter
- the greater amount of reflux, the more likelihood that there is
some serious obstruction to the fluid passage from the rest of
the intestine
V16: nasogastric reflux PH
- scale is from 0 to 14 with 7 being neutral
- normal values are in the 3 to 4 range
V17: rectal examination - feces
- possible values
1 = normal
2 = increased
3 = decreased
4 = absent
- absent feces probably indicates an obstruction
V18: abdomen
- possible values
1 = normal
2 = other
3 = firm feces in the large intestine
4 = distended small intestine
5 = distended large intestine
- 3 is probably an obstruction caused by a mechanical impaction
and is normally treated medically
- 4 and 5 indicate a surgical lesion
V19: packed cell volume
- the # of red cells by volume in the blood
- normal range is 30 to 50. The level rises as the circulation
becomes compromised or as the animal becomes dehydrated.
V20: total protein
- normal values lie in the 6-7.5 (gms/dL) range
- the higher the value the greater the dehydration
V21: abdominocentesis appearance
- a needle is put in the horse's abdomen and fluid is obtained from
the abdominal cavity
- possible values:
1 = clear
2 = cloudy
3 = serosanguinous
- normal fluid is clear while cloudy or serosanguinous indicates
a compromised gut
V22: abdomcentesis total protein
- the higher the level of protein the more likely it is to have a
compromised gut. Values are in gms/dL
V23: outcome
- what eventually happened to the horse?
- possible values:
1 = lived
2 = died
3 = was euthanized
V24: surgical lesion?
- retrospectively, was the problem (lesion) surgical?
- all cases are either operated upon or autopsied so that
this value and the lesion type are always known
- possible values:
1 = Yes
2 = No
V25,V26,V27: type of lesion
- first number is site of lesion
1 = gastric
2 = sm intestine
3 = lg colon
4 = lg colon and cecum
5 = cecum
6 = transverse colon
7 = retum/descending colon
8 = uterus
9 = bladder
11 = all intestinal sites
00 = none
- second number is type
1 = simple
2 = strangulation
3 = inflammation
4 = other
- third number is subtype
1 = mechanical
2 = paralytic
0 = n/a
- fourth number is specific code
1 = obturation
2 = intrinsic
3 = extrinsic
4 = adynamic
5 = volvulus/torsion
6 = intussuption
7 = thromboembolic
8 = hernia
9 = lipoma/slenic incarceration
10 = displacement
0 = n/a
V28: cp_data
- is pathology data present for this case?
1 = Yes
2 = No
- this variable is of no significance since pathology data
is not included or collected for these cases
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
data/horse-colic.test
Executable
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2 1 528626 38.50 54 20 ? 1 2 2 3 4 1 2 2 5.90 ? 2 42.00 6.30 ? ? 1 2 03111 00000 00000 1
2 1 527950 37.60 48 36 ? ? 1 1 ? 3 ? ? ? ? ? ? 44.00 6.30 1 5.00 1 2 03111 00000 00000 1
1 1 535263 37.7 44 28 ? 4 3 2 5 4 4 1 1 ? 3 5 45 70 3 2 1 1 03205 00000 00000 2
1 1 534523 37 56 24 3 1 4 2 4 4 3 1 1 ? ? ? 35 61 3 2 3 2 02205 02208 00000 2
2 1 528926 38.00 42 12 3 ? 3 1 1 ? 1 ? ? ? ? 2 37.00 5.80 ? ? 1 2 03111 00000 00000 2
1 1 534922 ? 60 40 3 ? 1 1 ? 4 ? 3 2 ? ? 5 42 72 ? ? 1 1 03111 00000 00000 2
2 1 527642 38.40 80 60 3 2 2 1 3 2 1 2 2 ? 1 1 54.00 6.90 ? ? 1 2 00000 00000 00000 2
2 1 5279821 37.80 48 12 2 1 2 1 3 ? 1 2 ? ? 2 ? 48.00 7.30 1 ? 1 2 00000 00000 00000 1
? 1 534790 38.0 65 40 ? 1 4 2 2 ? ? ? ? ? ? 5 ? ? ? ? ? 1 03111 03205 00000 2
2 1 5275211 37.90 45 36 3 3 3 2 2 3 1 2 1 ? 3 ? 33.00 5.70 3 ? 1 1 02205 00000 00000 1
2 1 5278332 39.00 84 12 3 1 5 1 2 4 2 1 2 7.00 ? 4 62.00 5.90 2 2.20 2 1 02208 00000 00000 1
2 1 528959 38.20 60 24 3 1 3 2 3 3 2 3 3 ? 4 4 53.00 7.50 2 1.40 1 2 01124 00000 00000 1
1 1 534921 ? 140 ? ? ? 4 2 5 4 4 1 1 ? ? 5 30 69 ? ? 2 2 06112 00000 00000 2
1 1 528999 37.90 120 60 3 3 3 1 5 4 4 2 2 7.50 4 5 52.00 6.60 3 1.80 2 1 03205 00000 00000 1
2 1 528067 38.00 72 36 1 1 3 1 3 ? 2 2 1 ? 3 5 38.00 6.80 2 2.00 1 2 03124 00000 00000 1
2 9 5291329 38.00 92 28 1 1 2 1 1 3 2 3 ? 7.20 ? ? 37.00 6.10 1 1.10 1 2 00000 00000 00000 1
1 1 529478 38.30 66 30 2 3 1 1 2 4 3 3 2 8.50 4 5 37.00 6.00 ? ? 1 1 05111 00000 00000 2
2 1 529991 37.50 48 24 3 1 1 1 2 1 ? 1 1 ? 3 2 43.00 6.00 1 2.80 1 2 07111 00000 00000 1
1 1 530033 37.50 88 20 2 3 3 1 4 3 3 ? ? ? ? ? 35.00 6.40 1 ? 2 1 02205 00000 00000 2
2 9 5299049 ? 150 60 4 4 4 2 5 4 4 ? ? ? ? ? ? ? ? ? 2 1 01400 00000 00000 2
1 1 534497 39.7 100 30 ? ? 6 2 4 4 3 1 ? ? 4 5 65 75 ? ? 3 1 03205 00000 00000 2
1 1 528369 38.30 80 ? 3 3 4 2 5 4 3 2 1 ? 4 4 45.00 7.50 2 4.60 1 1 03209 00000 00000 1
2 1 530107 37.50 40 32 3 1 3 1 3 2 3 2 1 ? ? 5 32.00 6.40 1 1.10 1 1 03124 00000 00000 1
1 1 530239 38.40 84 30 3 1 5 2 4 3 3 2 3 6.50 4 4 47.00 7.50 3 ? 2 1 06111 00000 00000 2
1 1 530505 38.10 84 44 4 ? 4 2 5 3 1 1 3 5.00 ? 4 60.00 6.80 ? 5.70 2 1 02209 00000 00000 1
2 1 529567 38.70 52 ? 1 1 1 1 1 3 1 ? ? ? 1 3 4.00 74.00 ? ? 1 2 00000 00000 00000 2
2 1 529597 38.10 44 40 2 1 3 1 3 3 1 ? ? ? 1 3 35.00 6.80 ? ? 1 2 00000 00000 00000 2
2 1 534429 38.4 52 20 2 1 3 1 1 3 2 2 1 ? 3 5 41 63 1 1 1 2 00000 00000 00000 2
1 1 529629 38.20 60 ? 1 ? 3 1 2 1 1 1 1 ? 4 4 43.00 6.20 2 3.90 1 1 02206 00000 00000 1
2 1 528382 37.70 40 18 1 1 1 ? 3 2 1 1 1 ? 3 3 36.00 3.50 ? ? 1 2 00400 00000 00000 2
1 1 534898 39.1 60 10 ? 1 1 ? 2 3 ? ? ? ? 4 4 ? ? ? ? 1 1 02113 00000 00000 2
2 1 529615 37.80 48 16 1 1 1 1 ? 1 1 2 1 ? 4 3 43.00 7.50 ? ? 1 2 00000 00000 00000 2
1 1 526090 39.00 120 ? 4 3 5 2 2 4 3 2 3 8.00 ? ? 65.00 8.20 3 4.60 1 2 05110 00000 00000 2
1 1 529765 38.20 76 ? 2 3 2 1 5 3 3 1 2 6.00 1 5 35.00 6.50 2 0.90 1 1 03205 00000 00000 1
2 1 528310 38.30 88 ? ? ? 6 ? ? ? ? ? ? ? ? ? ? ? ? ? 2 2 02300 00000 00000 2
1 1 529925 38.00 80 30 3 3 3 1 ? ? ? ? ? 6.00 ? ? 48.00 8.30 ? 4.30 1 1 02111 00000 00000 2
1 1 527807 ? ? ? 3 1 1 1 2 3 3 1 3 6.00 4 4 ? ? 2 ? 2 1 02113 00000 00000 1
1 1 5281441 37.60 40 ? 1 1 1 1 1 1 1 ? ? ? 1 1 ? ? 2 2.10 1 1 31110 00000 00000 1
2 1 530695 37.50 44 ? 1 1 1 1 3 3 2 ? ? ? ? ? 45.00 5.80 2 1.40 1 2 03111 00000 00000 1
2 1 533889 38.2 42 16 1 1 3 1 1 3 1 ? ? ? 1 ? 35 60 1 1 1 2 00000 00000 00000 2
2 1 533815 38 56 44 3 3 3 ? ? 1 1 2 1 ? 4 ? 47 70 2 1 1 2 00000 00000 00000 2
2 1 527664 38.30 45 20 3 3 2 2 2 4 1 2 ? ? 4 ? ? ? ? ? 1 2 00000 00000 00000 2
1 1 5262542 ? 48 96 1 1 3 1 ? 4 1 2 1 ? 1 4 42.00 8.00 1 ? 1 1 02208 00000 00000 2
1 1 528268 37.70 55 28 2 1 2 1 2 3 3 ? 3 5.00 4 5 ? ? ? ? 1 1 03209 00000 00000 2
2 1 528919 36.00 100 20 4 3 6 2 2 4 3 1 1 ? 4 5 74.00 5.70 2 2.50 3 1 03205 00000 00000 1
1 1 527494 37.10 60 20 2 ? 4 1 3 ? 3 ? 2 5.00 3 4 64.00 8.50 2 ? 1 1 07111 00000 00000 1
2 1 529980 37.10 114 40 3 ? 3 2 2 2 1 ? ? ? ? 3 32.00 ? 3 6.50 1 2 00400 00000 00000 2
1 1 533954 38.1 72 30 3 3 3 1 4 4 3 2 1 ? 3 5 37 56 3 1 1 1 04206 00000 00000 2
1 1 5281092 37.00 44 12 3 1 1 2 1 1 1 ? ? ? 4 2 40.00 6.70 3 8.00 1 1 02208 00000 00000 2
1 1 534686 38.6 48 20 3 1 1 1 4 3 1 ? ? ? 3 ? 37 75 ? ? 1 1 03111 00000 00000 2
1 1 534475 ? 82 72 3 1 4 1 2 3 3 ? 3 ? 4 4 53 65 3 2 3 1 02209 03205 00000 2
1 9 5274919 38.20 78 60 4 4 6 ? 3 3 3 ? ? ? 1 ? 59.00 5.80 3 3.10 2 1 01400 00000 00000 1
2 1 533815 37.8 60 16 1 1 3 1 2 3 2 1 2 ? 3 ? 41 73 ? ? 3 2 04124 00000 00000 2
1 1 534156 38.7 34 30 2 ? 3 1 2 3 ? ? ? ? ? ? 33 69 ? 2 3 1 07113 00000 00000 2
1 1 514279 ? 36 12 1 1 1 1 1 2 1 1 1 ? 1 5 44.00 ? ? ? 1 1 31110 00000 00000 1
2 1 528433 38.30 44 60 ? ? 1 1 ? ? ? ? ? ? ? ? 6.40 36.00 ? ? 1 1 00000 00000 00000 2
2 1 527465 37.40 54 18 3 ? 1 1 3 4 3 2 2 ? 4 5 30.00 7.10 2 ? 1 1 07111 00000 00000 1
1 1 534268 ? ? ? 4 3 ? 2 2 4 1 ? ? ? ? ? 54 76 3 2 1 1 08405 00000 00000 2
1 1 535337 36.6 48 16 3 1 3 1 4 1 1 1 1 ? ? ? 27 56 ? ? 3 1 04206 00000 00000 2
1 1 534111 38.5 90 ? 1 1 3 1 3 3 3 2 3 2 4 5 47 79 ? ? 1 1 06112 00000 00000 2
1 1 530576 ? 75 12 1 1 4 1 5 3 3 ? 3 5.80 ? ? 58.00 8.50 1 ? 1 1 02209 00000 00000 1
2 1 529930 38.20 42 ? 3 1 1 1 1 1 2 2 1 ? 3 2 35.00 5.90 2 ? 1 2 03113 00000 00000 2
1 9 5274919 38.20 78 60 4 4 6 ? 3 3 3 ? ? ? 1 ? 59.00 5.80 3 3.10 2 1 02205 00000 00000 1
2 1 529695 38.60 60 30 1 1 3 1 4 2 2 1 1 ? ? ? 40.00 6.00 1 ? 1 1 03205 00000 00000 2
2 1 528452 37.80 42 40 1 1 1 1 1 3 1 ? ? ? 3 3 36.00 6.20 ? ? 1 2 04124 00000 00000 2
1 1 534783 38 60 12 1 1 2 1 2 1 1 1 1 ? 1 4 44 65 3 2 3 1 02209 00000 00000 2
2 1 528926 38.00 42 12 3 ? 3 1 1 1 1 ? ? ? ? 1 37.00 5.80 ? ? 1 2 03111 00000 00000 2
2 1 530670 37.60 88 36 3 1 1 1 3 3 2 1 3 1.50 ? ? 44.00 6.00 ? ? 2 1 02112 00000 00000 2