HDF  ` .TREE4HEAPX datadata_descr8 0name horse-colic (mldata0 H.comment#.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 Relabeled values in attribute 'surgery' From: '1' To: yes From: '2' To: no Relabeled values in attribute 'Age' From: '1' To: adult From: '9' To: young Relabeled values in attribute 'temp_extremities' From: '1' To: normal From: '2' To: warm From: '3' To: cool From: '4' To: cold Relabeled values in attribute 'peripheral_pulse' From: '1' To: normal From: '2' To: increased From: '3' To: reduced From: '4' To: absent Relabeled values in attribute 'mucous_membranes' From: '1' To: 'normal pink' From: '2' To: 'bright pink' From: '3' To: 'pale pink' From: '4' To: 'pale cyanotic' From: '5' To: 'bright red' From: '6' To: 'dark cyanotic' Relabeled values in attribute 'capillary_refill_time' From: '1' To: '<3' From: '2' To: '>=3' From: '3' To: 'meaning unknown' Relabeled values in attribute 'pain' From: '1' To: 'alert no pain' From: '2' To: depressed From: '3' To: 'intermittent mild pain' From: '4' To: 'intermittent severe pain' From: '5' To: 'continuous severe pain' Relabeled values in attribute 'peristalsis' From: '1' To: hypermotile From: '2' To: normal From: '3' To: hypomotile From: '4' To: absent Relabeled values in attribute 'abdominal_distension' From: '1' To: none From: '2' To: slight From: '3' To: moderate From: '4' To: severe Relabeled values in attribute 'nasogastric_tube' From: '1' To: none From: '2' To: slight From: '3' To: significant Relabeled values in attribute 'nasogastric_reflux' From: '1' To: none From: '2' To: '>1l' From: '3' To: '<1l' Relabeled values in attribute 'rectal_examination' From: '1' To: normal From: '2' To: increased From: '3' To: decreased From: '4' To: absent Relabeled values in attribute 'abdomen' From: '1' To: normal From: '2' To: other From: '3' To: 'firm feces in large intestine' From: '4' To: 'distended small intestine' From: '5' To: 'distended large intestine' Relabeled values in attribute 'abdominocentesis_appearance' From: '1' To: clear From: '2' To: cloudy From: '3' To: serosanguinous Relabeled values in attribute 'outcome' From: '1' To: lived From: '2' To: died From: '3' To: euthanized Relabeled values in attribute 'surgical_lesion' From: '1' To: yes From: '2' To: no 284TREE7pX@HEAPXЁSNOD1X4pP8LSNODPP88pP POpPOoPOn POkPOl POm POe POf POg POh POiPOjPOZPO[PO\PO]PO^PO_ PO`POaPObPOcPOdPOCPODPOE POFPOGPOHPOIPOJ POKPOLPOMPONPOOPOPPOQPORPOSPOTPOU POVPOWPOXPOYPOPO PO POPOPO POPOPOPOPOPO PO!PO"PO#PO$PO%PO&PO' PO( PO) PO*PO+ PO,PO-PO.PO/PO0PO1PO2 PO3PO4PO5PO6PO7 PO8PO9PO:PO;PO<PO=PO> PO?PO@POAPOB POPOPO PO POPOPO POPOPOPO PO POPOPOPOPOPOPOPOPOPOPOPOPOPOPOPO POPOPOPOPOPOPOPOPOPOPOPO POPO PO POPOPOPOPOPOPOPOPOPO POPOPOPOPOPOPOPO POPOPOPOPOPOPOPOPO PO POPOPO POPOPOPOPOPOPO PO PO PO  PO POPOPOPOPOPOPOPOPOPOPOPOPO POPOPO PO PO PO PO PO PO PO PO POPOPOPOPO POPOPO POPOPOPOPO POPO PO!PO"PO#PO$PO%PO&PO'PO( PO) PO*PO+PO,PO-PO.PO/PO0PO1 PO2PO3PO4PO5PO6PO7PO8PO9PO:PO;PO<PO=PO>PO? 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intestine'$nan%nan&'firm feces in large intestine''normal(other)'distended large intestine'* hypermotile+ hypomotile, hypomotile- hypomotile. hypermotile/ hypermotile0 hypomotile1 hypermotile2 hypomotile3 hypomotile4normal5 hypermotile6normal7absent8 hypomotile9 hypermotile: hypermotile;absent<nan= hypomotile>absent? hypomotile@absentAnanB hypomotileC hypermotileDabsentEabsentF hypomotileGnormalH hypermotileInormalJnanKnanLnormalMabsentNabsentOabsentP hypomotileQ hypomotileR hypermotileS hypomotileT hypomotileUnanVabsentW hypermotileX hypomotileYabsentZnan[ hypomotile\normal] hypomotile^ hypermotile_ hypermotile` hypomotilea hypomotilebabsentcnormald hypomotilee hypomotilef hypomotilegabsenthnormaliabsentj hypomotilek hypomotilelabsentmabsentn hypomotileoabsentpabsentq hypermotiler hypermotilesabsentt hypomotileu hypomotilev hypomotilewnanxnanyabsentz hypomotile{ hypomotile| hypomotile} hypomotile~ hypomotile hypomotile hypomotileabsentabsent hypomotileabsent hypomotilenormal 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