colic.arff

是UCI数据库中的一些有代表性的数据集

%    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                  
%
@relation horse-colic
@attribute 'surgery' { yes, no}
@attribute 'Age' { adult, young}
@attribute 'rectal_temperature' real
@attribute 'pulse' real
@attribute 'respiratory_rate' real
@attribute 'temp_extremities' { normal, warm, cool, cold}
@attribute 'peripheral_pulse' { normal, increased, reduced, absent}
@attribute 'mucous_membranes' { 'normal pink', 'bright pink', 'pale pink', 'pale cyanotic', 'bright red', 'dark cyanotic'}
@attribute 'capillary_refill_time' { '<3', '>=3', 'meaning unknown'}
@attribute 'pain' { 'alert no pain', depressed, 'intermittent mild pain', 'intermittent severe pain', 'continuous severe pain'}
@attribute 'peristalsis' { hypermotile, normal, hypomotile, absent}
@attribute 'abdominal_distension' { none, slight, moderate, severe}
@attribute 'nasogastric_tube' { none, slight, significant}
@attribute 'nasogastric_reflux' { none, '>1l', '<1l'}
@attribute 'nasogastric_reflux_PH' real
@attribute 'rectal_examination' { normal, increased, decreased, absent}
@attribute 'abdomen' { normal, other, 'firm feces in large intestine', 'distended small intestine', 'distended large intestine'}
@attribute 'packed_cell_volume' real
@attribute 'total_protein' real
@attribute 'abdominocentesis_appearance' { clear, cloudy, serosanguinous}
@attribute 'abdomcentesis_total_protein' real
@attribute 'outcome' { lived, died, euthanized}
@attribute 'surgical_lesion' { yes, no}
@data
no,adult,38.5,66,28,cool,reduced,?,'>=3','continuous severe pain',absent,severe,?,?,?,decreased,'distended large intestine',45,8.4,?,?,died,no
yes,adult,39.2,88,20,?,?,'pale cyanotic','<3','intermittent mild pain',absent,slight,?,?,?,absent,other,50,85,cloudy,2,euthanized,no
no,adult,38.3,40,24,normal,normal,'pale pink','<3','intermittent mild pain',hypomotile,none,?,?,?,normal,normal,33,6.7,?,?,lived,no
yes,young,39.1,164,84,cold,normal,'dark cyanotic','>=3',depressed,absent,severe,none,'>1l',5,decreased,?,48,7.2,serosanguinous,5.3,died,yes
no,adult,37.3,104,35,?,?,'dark cyanotic','>=3',?,?,?,?,?,?,?,?,74,7.4,?,?,died,no
no,adult,?,?,?,warm,normal,'pale pink','<3',depressed,hypomotile,slight,slight,none,?,decreased,'firm feces in large intestine',?,?,?,?,lived,no
yes,adult,37.9,48,16,normal,normal,'normal pink','<3','intermittent mild pain',hypomotile,moderate,none,none,?,decreased,'distended large intestine',37,7,?,?,lived,yes
yes,adult,?,60,?,cool,?,?,'<3',?,absent,slight,slight,none,?,decreased,'distended small intestine',44,8.3,?,?,died,yes
no,adult,?,80,36,cool,absent,'pale pink','<3','intermittent severe pain',absent,severe,slight,none,?,decreased,'distended large intestine',38,6.2,?,?,euthanized,yes
no,young,38.3,90,?,normal,?,'normal pink','<3','continuous severe pain',hypomotile,none,slight,none,?,decreased,?,40,6.2,clear,2.2,lived,no
yes,adult,38.1,66,12,cool,reduced,'bright red','<3','intermittent mild pain',hypomotile,none,slight,none,3,increased,'distended large intestine',44,6,cloudy,3.6,lived,yes
no,adult,39.1,72,52,warm,?,'bright pink','<3',depressed,hypermotile,slight,none,none,?,absent,'distended small intestine',50,7.8,?,?,lived,yes
yes,adult,37.2,42,12,warm,normal,'normal pink','<3','intermittent mild pain',hypomotile,moderate,significant,none,?,absent,'distended large intestine',?,7,?,?,lived,no
no,young,38,92,28,normal,normal,'bright pink','<3','alert no pain',hypomotile,slight,significant,?,7.2,normal,normal,37,6.1,clear,?,died,no
yes,adult,38.2,76,28,cool,normal,'normal pink','<3','intermittent mild pain',absent,none,slight,'>1l',?,absent,'distended small intestine',46,81,clear,2,lived,yes
yes,adult,37.6,96,48,cool,normal,'pale cyanotic','<3','continuous severe pain',hypomotile,moderate,slight,'<1l',4.5,absent,?,45,6.8,?,?,died,yes
yes,young,?,128,36,cool,reduced,'pale cyanotic','>=3','intermittent severe pain',absent,moderate,significant,?,?,absent,'distended large intestine',53,7.8,serosanguinous,4.7,died,no
no,adult,37.5,48,24,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,lived,no
yes,adult,37.6,64,21,normal,normal,'bright pink','<3',depressed,hypomotile,none,none,none,?,increased,'distended large intestine',40,7,clear,?,lived,yes
no,adult,39.4,110,35,cold,reduced,'dark cyanotic',?,?,hypomotile,moderate,?,?,?,?,?,55,8.7,?,?,lived,no
yes,adult,39.9,72,60,normal,normal,'bright red','>=3','continuous severe pain',absent,severe,significant,none,?,absent,'distended small intestine',46,6.1,cloudy,?,lived,yes
no,adult,38.4,48,16,normal,?,'normal pink','<3','alert no pain',hypomotile,none,slight,'<1l',5.5,absent,'firm feces in large intestine',49,6.8,?,?,lived,no
yes,adult,38.6,42,34,warm,normal,'pale cyanotic',?,depressed,hypomotile,none,?,?,?,normal,?,48,7.2,?,?,lived,yes
yes,young,38.3,130,60,?,reduced,?,'<3',depressed,absent,?,?,?,?,?,?,50,70,?,?,lived,yes
yes,adult,38.1,60,12,cool,reduced,'pale pink','<3',?,absent,moderate,significant,'>1l',2,?,?,51,65,?,?,lived,yes
no,adult,37.8,60,42,?,?,?,'<3',?,?,?,?,?,?,?,?,?,?,?,?,lived,no
yes,adult,38.3,72,30,cold,reduced,'pale pink','>=3','intermittent mild pain',hypomotile,moderate,slight,none,?,decreased,'distended large intestine',43,7,cloudy,3.9,lived,yes
yes,adult,37.8,48,12,cool,normal,'normal pink','<3',?,hypomotile,slight,none,none,?,normal,'firm feces in large intestine',37,5.5,cloudy,1.3,lived,no
yes,adult,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,died,no
no,adult,37.7,48,?,warm,normal,'normal pink','<3','alert no pain',hypermotile,none,none,none,?,?,?,45,76,?,?,lived,no
no,adult,37.7,96,30,cool,reduced,'pale cyanotic','>=3','continuous severe pain',absent,severe,significant,'>1l',4,absent,'distended large intestine',66,7.5,?,?,died,yes
no,adult,37.2,108,12,cool,reduced,'pale cyanotic','>=3',depressed,absent,slight,?,'<1l',6,decreased,'firm feces in large intestine',52,8.2,serosanguinous,7.4,euthanized,yes
yes,adult,37.2,60,?,warm,normal,'normal pink','<3','intermittent mild pain',hypomotile,moderate,slight,none,?,absent,'distended large intestine',43,6.6,?,?,lived,yes
yes,adult,38.2,64,28,normal,normal,'normal pink','<3','intermittent mild pain',hypermotile,?,?,?,?,absent,'distended small intestine',49,8.6,cloudy,6.6,lived,yes
yes,adult,?,100,30,cool,reduced,'pale cyanotic','>=3','continuous severe pain',absent,severe,significant,'<1l',?,absent,'distended small intestine',52,6.6,?,?,lived,yes
no,adult,?,104,24,cold,reduced,'pale pink','>=3','intermittent severe pain',absent,moderate,?,'<1l',?,?,other,73,8.4,?,?,euthanized,yes
no,adult,38.3,112,16,?,reduced,'bright red','>=3',?,?,none,none,'>1l',?,?,'distended large intestine',51,6,cloudy,1,euthanized,no
yes,adult,37.8,72,?,?,reduced,?,'<3','continuous severe pain',hypomotile,none,?,none,?,normal,normal,56,80,clear,2,lived,yes
no,adult,38.6,52,?,normal,normal,'normal pink','<3','intermittent mild pain',hypomotile,slight,none,none,?,normal,'firm feces in large intestine',32,6.6,clear,5,lived,no
yes,young,39.2,146,96,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,died,yes
yes,adult,?,88,?,cool,reduced,'dark cyanotic','>=3','continuous severe pain',hypomotile,moderate,none,'<1l',?,absent,'distended large intestine',63,6.5,serosanguinous,?,died,yes
no,young,39,150,72,?,?,?,?,?,?,?,?,?,?,?,?,47,8.5,?,0.1,lived,yes
no,adult,38,60,12,cool,normal,'pale pink','<3','intermittent mild pain',hypomotile,none,none,none,?,increased,other,47,7,?,?,lived,no
yes,adult,?,120,?,cool,absent,'pale cyanotic','<3','intermittent severe pain',absent,severe,none,none,?,?,'distended large intestine',52,67,cloudy,2,euthanized,yes
yes,adult,35.4,140,24,cool,reduced,'pale cyanotic','>=3','intermittent severe pain',absent,?,slight,none,?,?,'distended large intestine',57,69,serosanguinous,2,euthanized,yes
no,adult,?,120,?,cold,reduced,'pale cyanotic','>=3','continuous severe pain',absent,severe,none,none,?,absent,'distended large intestine',60,6.5,serosanguinous,?,died,yes
yes,adult,37.9,60,15,cool,?,'pale cyanotic','>=3','continuous severe pain',absent,severe,slight,'>1l',?,absent,'distended large intestine',65,7.5,?,?,lived,yes
no,adult,37.5,48,16,normal,normal,'normal pink','<3','alert no pain',hypermotile,none,none,none,?,normal,?,37,6.5,?,?,lived,no
yes,adult,38.9,80,44,cool,reduced,'pale pink','>=3',depressed,hypomotile,moderate,slight,'>1l',7,decreased,normal,54,6.5,serosanguinous,?,died,yes
no,adult,37.2,84,48,cool,reduced,'bright red','>=3','intermittent severe pain',hypermotile,slight,none,'>1l',?,increased,normal,73,5.5,cloudy,4.1,died,no
no,adult,38.6,46,?,normal,normal,'bright pink','<3','alert no pain',hypomotile,slight,none,none,?,?,other,49,9.1,clear,1.6,lived,no
yes,adult,37.4,84,36,normal,?,'pale pink','>=3','intermittent mild pain',hypomotile,slight,?,?,?,absent,'distended large intestine',?,?,serosanguinous,?,died,yes
no,adult,?,?,?,normal,normal,'pale pink','<3','alert no pain',hypomotile,none,?,?,?,increased,other,43,7.7,?,?,lived,no
no,adult,38.6,40,20,?,?,?,'<3',?,?,?,?,?,?,?,?,41,6.4,?,?,lived,no
no,adult,40.3,114,36,cool,reduced,'normal pink','>=3',depressed,hypomotile,moderate,slight,none,7,normal,'distended large intestine',57,8.1,serosanguinous,4.5,euthanized,yes
yes,young,38.6,160,20,cool,?,'bright red','<3','intermittent mild pain',hypomotile,severe,significant,?,?,absent,?,38,?,cloudy,?,died,yes
yes,adult,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,24,6.7,?,?,lived,yes
yes,adult,?,64,36,warm,?,'bright pink','<3','continuous severe pain',hypomotile,moderate,slight,'>1l',?,?,?,42,7.7,?,?,died,yes
yes,adult,?,?,20,cold,reduced,'pale pink',?,'continuous severe pain',absent,moderate,slight,?,?,absent,'distended small intestine',53,5.9,serosanguinous,?,died,yes
no,adult,?,96,?,cool,reduced,'pale pink','>=3','continuous severe pain',absent,severe,none,'>1l',?,absent,'distended large intestine',60,?,?,?,died,yes
no,adult,37.8,48,32,normal,normal,'pale pink','<3',depressed,hypermotile,?,none,none,?,absent,'distended large intestine',37,6.7,?,?,lived,no
no,adult,38.5,60,?,warm,increased,'normal pink','<3','alert no pain',normal,slight,slight,none,?,normal,normal,44,7.7,?,?,lived,no
yes,adult,37.8,88,22,warm,normal,'bright pink','<3','intermittent mild pain',?,?,slight,?,?,absent,?,64,8,clear,6,died,yes
no,adult,38.2,130,16,cold,reduced,'pale cyanotic','>=3',depressed,absent,severe,none,none,?,?,?,65,82,cloudy,2,euthanized,no
yes,adult,39,64,36,cool,normal,'pale cyanotic','>=3','intermittent mild pain',hypomotile,slight,none,'>1l',7,absent,'distended large intestine',44,7.5,serosanguinous,5,lived,yes
yes,adult,?,60,36,cool,normal,'pale pink','<3','intermittent mild pain',hypomotile,slight,none,none,?,decreased,'distended small intestine',26,72,cloudy,1,lived,yes
no,adult,37.9,72,?,normal,normal,'bright red','>=3','intermittent mild pain',hypomotile,none,none,'<1l',2,decreased,'distended small intestine',58,74,clear,2,lived,yes
no,adult,38.4,54,24,normal,normal,'normal pink','<3','alert no pain',hypomotile,none,slight,none,?,decreased,other,49,7.2,clear,?,lived,no
no,adult,?,52,16,normal,?,'pale pink','<3',?,?,?,slight,'<1l',5.5,?,?,55,7.2,?,?,lived,no
no,adult,38,48,12,normal,normal,'normal pink','<3','alert no pain',hypomotile,?,none,none,?,decreased,other,42,6.3,cloudy,4.1,lived,no
no,adult,37,60,20,cool,?,?,'<3','intermittent mild pain',?,moderate,slight,'>1l',4.5,absent,'distended small intestine',43,7.6,?,?,euthanized,yes
yes,adult,37.8,48,28,normal,normal,'normal pink','<3','alert no pain',normal,none,slight,?,?,normal,normal,46,5.9,cloudy,7,lived,no
yes,adult,37.7,56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,died,yes
yes,adult,38.1,52,24,normal,normal,'bright red','<3','intermittent severe pain',hypomotile,none,slight,'<1l',7,normal,?,54,7.5,cloudy,2.6,died,yes
yes,young,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,37,4.9,?,?,died,yes
yes,young,39.7,100,?,cool,reduced,'bright red','>=3',depressed,hypomotile,?,?,?,?,?,?,48,57,cloudy,2,euthanized,yes
yes,adult,37.6,38,20,cool,reduced,'normal pink','<3','intermittent mild pain',hypomotile,slight,?,?,?,decreased,?,37,68,?,?,lived,yes
no,adult,38.7,52,20,warm,?,'normal pink','<3','alert no pain',hypermotile,none,none,none,?,normal,normal,33,77,?,?,lived,no
yes,adult,?,?,?,cool,reduced,'pale pink','meaning unknown','continuous severe pain',hypomotile,moderate,significant,'>1l',?,absent,'distended large intestine',46,5.9,?,?,died,yes
yes,adult,37.5,96,18,normal,reduced,'dark cyanotic','>=3','intermittent mild pain',absent,slight,slight,'<1l',5,?,'distended small intestine',69,8.9,serosanguinous,?,lived,yes