backache.arff

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StatLib/nominal/backache.arff
StatLib
public
15.5 KB
2009-11-10 12:53:04
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File contents

% Data file:
% This data from "Problem-Solving" on "backache in pregnancy" 
% is in somewhat different
% format from that listed in the book. Each integer is preceded by a space.
% This makes it easier to read. Each line is split in two separated by an
% ampersand. Each line also has a full stop (or period) at the end of each 
% line which should be removed. If you have any queries, please contact me.
% Chris Chatfield.
% cc@maths.bath.ac.uk 
%
%
% Information about the dataset
% CLASSTYPE: nominal
% CLASSINDEX: last
%

@relation backache

@attribute id INTEGER
@attribute col_2 {0,1,2,3}
@attribute col_3 {0,1,2,3,4,5,6,7,8,9}
@attribute col_4 INTEGER
@attribute col_5 REAL
@attribute col_6 REAL
@attribute col_7 REAL
@attribute col_8 REAL
@attribute col_9 {0,1,2,3,4,5,6,7}
@attribute col_10 {0,1,2,3,4}
@attribute col_11 {0,1}
@attribute col_12 {0,1}
@attribute col_13 {0,1}
@attribute col_14 {0,1}
@attribute col_15 {0,1}
@attribute col_16 {0,1}
@attribute col_17 {0,1}
@attribute col_18 {0,1}
@attribute col_19 {0,1}
@attribute col_20 {0,1}
@attribute col_21 {0,1}
@attribute col_22 {0,1}
@attribute col_23 {0,1}
@attribute col_24 {0,1}
@attribute col_25 {0,1}
@attribute col_26 {0,1}
@attribute col_27 {0,1}
@attribute col_28 {0,1}
@attribute col_29 {0,1}
@attribute col_30 {0,1}
@attribute col_31 {0,1}
@attribute col_32 {0,1}
@attribute col_33 {0,1}

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14,1,8,26,1.60,52.3,64.5,4.49,1,3,0,0,1,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
15,1,6,34,1.68,68.2,77.3,3.75,3,3,0,0,0,1,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0
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25,2,7,32,1.52,69.5,75.5,3.64,5,3,0,0,1,0,0,0,1,0,0,1,0,1,0,1,0,0,0,0,0,0,0,0,0
26,1,8,18,1.60,73.2,81.4,2.05,0,1,0,0,0,0,1,0,0,0,0,1,0,0,0,1,0,0,0,0,1,0,0,0,0
27,1,0,25,1.70,52.3,59.5,2.44,1,3,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,0,1,0,0,0,0
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29,1,0,19,1.65,73.6,92.7,3.35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
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88,3,7,23,1.55,62.7,85.5,4.18,0,1,0,0,0,1,0,0,0,0,0,1,1,1,1,1,0,0,0,0,0,1,0,0,1
89,3,3,33,1.63,63.6,70.9,2.93,1,3,1,0,0,1,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,1,0,0,0
90,1,0,31,1.52,52.3,53.2,2.39,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
91,2,7,21,1.50,63.6,63.6,2.98,2,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
92,1,0,27,1.75,68.2,82.7,5.97,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
93,1,5,25,1.60,68.2,76.4,3.18,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
94,3,2,34,1.63,66.8,80.5,4.15,3,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1
95,2,6,26,1.70,65.9,68.2,3.35,1,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
96,0,0,20,1.57,60.5,69.5,3.24,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
97,2,0,28,1.68,89.1,94.5,2.59,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0
98,2,0,26,1.70,80.5,89.1,1.42,0,0,1,0,0,1,0,0,1,0,1,1,1,1,1,1,0,0,0,0,0,1,0,0,1
99,2,6,22,1.60,63.6,82.7,3.89,2,3,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
100,2,4,26,1.50,43.6,53.6,3.81,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1
101,1,8,21,1.55,54.5,67.3,3.72,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
102,1,7,18,1.60,62.7,71.4,2.44,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
103,2,6,22,1.52,54.1,65.0,2.78,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0
104,0,0,20,1.63,53.6,73.2,2.78,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
105,1,0,25,1.65,61.8,66.8,3.18,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
106,2,4,23,1.57,76.4,87.3,2.78,1,1,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0
107,1,5,22,1.60,74.5,82.7,2.90,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0
108,2,6,22,1.68,47.7,53.6,3.01,3,3,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0
109,1,8,32,1.63,52.3,56.8,2.50,0,1,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
110,2,6,26,1.57,53.6,65.0,2.87,1,2,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
111,1,0,25,1.63,58.6,62.3,2.44,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
112,0,1,19,1.57,51.8,71.8,3.35,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
113,1,0,21,1.60,76.4,78.2,3.07,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
114,1,0,23,1.60,56.4,71.4,2.50,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
115,2,7,20,1.60,54.1,68.2,3.58,0,1,0,0,0,1,0,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,1,0,1
116,1,4,19,1.65,57.3,70.0,2.61,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
117,2,8,30,1.50,53.2,66.4,3.98,1,3,0,0,1,0,0,1,0,0,0,1,0,1,0,0,0,0,0,0,0,1,0,0,0
118,1,0,26,1.60,57.3,65.9,3.89,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
119,1,0,24,1.57,60.5,74.5,3.24,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
120,1,6,28,1.60,46.8,60.5,2.98,1,3,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1
121,0,0,16,1.63,60.5,65.9,3.18,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
122,1,0,29,1.63,54.5,67.3,3.58,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
123,3,6,25,1.57,59.1,69.5,3.89,1,2,0,0,0,0,0,0,1,0,1,0,1,0,0,0,0,0,0,0,1,1,0,0,1
124,2,3,17,1.52,48.2,61.8,2.78,0,0,0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,1,1,1,0,0,0,0,0
125,1,7,23,1.65,77.3,83.2,3.58,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
126,1,0,26,1.63,72.7,80.0,2.95,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
127,1,0,20,1.63,58.6,70.0,2.84,1,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
128,2,2,25,1.68,54.5,71.8,3.72,0,1,0,0,0,1,0,0,1,0,0,0,1,1,0,1,0,0,0,0,0,0,0,0,0
129,1,3,24,1.63,61.8,73.6,2.84,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0
130,3,3,35,1.63,69.5,72.3,3.52,2,2,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0
131,0,0,28,1.70,78.2,98.6,2.84,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
132,3,4,25,1.63,79.5,90.5,3.15,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
133,1,6,22,1.63,60.5,77.7,2.39,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
134,1,7,42,1.50,44.5,48.6,2.27,5,2,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,1
135,1,8,21,1.60,60.5,73.2,3.27,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
136,2,4,20,1.52,60.5,75.0,3.64,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0
137,1,0,24,1.63,56.4,70.0,3.07,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
138,1,5,33,1.65,40.0,55.0,3.47,0,1,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,1,0,1,0,0,0
139,1,6,33,1.65,63.6,82.7,3.86,0,1,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
140,3,3,29,1.63,58.2,65.5,2.84,1,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
141,2,8,27,1.65,57.3,69.5,3.64,0,1,0,0,0,1,0,0,1,0,1,1,0,1,0,0,0,0,0,0,0,1,0,0,0
142,3,3,20,1.52,44.5,51.4,1.93,1,3,0,0,0,0,0,0,0,0,1,0,0,1,0,1,0,1,0,0,1,1,1,1,1
143,2,6,18,1.63,49.1,56.8,3.24,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0
144,2,7,26,1.57,52.7,65.9,3.49,0,1,0,0,0,1,0,0,1,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0
145,1,7,21,1.55,52.3,65.0,3.47,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0
146,2,4,21,1.52,50.9,68.2,3.64,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,1,0,0,0,0,0,1,0,0,0
147,1,5,21,1.68,66.8,87.3,2.90,0,1,0,0,0,0,0,1,1,0,0,1,1,1,0,1,0,0,0,0,0,0,0,0,0
148,1,0,26,1.65,50.9,70.0,3.52,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
149,1,8,21,1.55,53.2,56.4,2.44,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1
150,2,7,22,1.47,44.5,58.2,2.87,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0,1,0,0,0,0,1,0,0,0,0
151,3,7,39,1.50,50.9,72.7,3.04,4,2,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1
152,2,6,27,1.63,60.5,71.4,3.21,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0
153,1,0,24,1.57,60.0,72.7,3.35,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
154,1,4,24,1.63,64.5,75.0,2.87,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
155,1,7,19,1.55,52.7,57.7,2.61,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
156,1,0,22,1.60,67.3,73.6,2.05,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
157,3,8,27,1.55,60.5,73.2,3.98,0,1,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
158,3,2,35,1.73,72.3,89.1,6.28,3,3,1,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0
159,0,0,24,1.65,83.6,86.8,3.64,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
160,1,0,35,1.55,52.3,59.1,3.64,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0
161,1,0,21,1.52,59.1,67.3,2.95,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
162,3,7,21,1.68,54.1,74.5,3.72,1,2,0,0,0,0,0,0,1,0,1,1,1,1,0,1,0,0,0,0,0,1,0,0,1
163,3,9,38,1.52,43.6,60.9,3.24,1,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
164,1,0,32,1.73,54.5,62.7,3.41,1,3,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0
165,3,8,15,1.55,48.2,56.4,2.70,0,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
166,2,6,23,1.57,60.5,100.0,3.58,0,1,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
167,2,7,19,1.50,49.5,63.6,3.35,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1
168,2,8,25,1.60,59.5,72.3,2.73,1,3,0,0,0,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0
169,2,5,22,1.50,53.6,63.2,3.35,0,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
170,0,0,19,1.55,57.3,65.0,3.07,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
171,1,0,23,1.68,57.3,61.4,3.58,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
172,3,0,36,1.63,54.1,60.0,2.84,0,1,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,1,0
173,0,0,21,1.55,50.9,63.6,3.01,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
174,0,0,30,1.52,38.2,48.2,2.56,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
175,0,0,42,1.70,55.0,65.5,3.27,4,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
176,1,0,34,1.63,50.9,60.5,2.93,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
177,3,3,26,1.63,66.8,84.1,3.10,1,3,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,1,0,0
178,1,7,18,1.50,54.1,60.5,3.52,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
179,3,6,39,1.52,82.7,84.1,3.35,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
180,1,0,25,1.52,52.3,66.8,3.24,1,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0

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