Commit Inicial

This commit is contained in:
2020-11-20 11:23:40 +01:00
commit 5611e5bc01
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@relation heart-va
@attribute 'f1' real
@attribute 'f2' real
@attribute 'f3' real
@attribute 'f4' real
@attribute 'f5' real
@attribute 'f6' real
@attribute 'f7' real
@attribute 'f8' real
@attribute 'f9' real
@attribute 'f10' real
@attribute 'f11' real
@attribute 'f12' real
@attribute 'clase' {0,1,2,3,4}
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@@ -0,0 +1,8 @@
% Rows Columns
5 5
% Matrix elements
0.0 1.0 1.0 1.0 1.0
1.0 0.0 1.0 1.0 1.0
1.0 1.0 0.0 1.0 1.0
1.0 1.0 1.0 0.0 1.0
1.0 1.0 1.0 1.0 0.0

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@@ -0,0 +1,8 @@
n_entradas= 12
n_clases= 5
n_arquivos= 1
fich1= heart-va_R.dat
n_patrons1= 200
n_patrons_entrena= 100
n_patrons_valida= 100
n_conxuntos= 1

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@@ -0,0 +1,201 @@
f1 f2 f3 f4 f5 f6 f7 f8 f9 f10 f11 f12 clase
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63 -0.300831 0.175423 0.622093 0.535461 1.18636 -0.715944 0.387736 1.00422 1.04868 0.944752 0.818974 -0.440715 1
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68 -0.172818 0.175423 0.622093 0.376523 -1.4774 -0.715944 1.85089 0.273815 1.04868 0.494441 1.67654 2.44247 1
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80 0.595261 -5.67201 0.622093 0.726186 0.886576 -0.715944 -1.07542 0.865095 1.04868 0.0441305 0.818974 2.44247 1
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85 0.723274 0.175423 0.622093 0.630823 0.646753 -0.715944 -1.07542 0.865095 1.04868 2.746 1.67654 -0.440715 4
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87 1.23533 0.175423 0.622093 0.694398 0.304148 -0.715944 0.387736 0.865095 1.04868 0.944752 -0.896155 -0.440715 3
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107 -1.19692 0.175423 0.622093 0.757973 1.51183 -0.715944 1.85089 0.517283 1.04868 0.0441305 -0.0385904 2.44247 1
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115 -1.19692 0.175423 0.622093 -1.53073 0.389799 -0.715944 -1.07542 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 1
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128 1.36334 0.175423 0.622093 1.17121 0.167106 -0.715944 0.387736 0.673798 1.04868 1.84537 1.67654 -0.440715 2
129 0.211222 -5.67201 -1.89141 0.694398 1.07501 1.38977 -1.07542 0.517283 1.04868 -0.856491 -0.896155 2.44247 0
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131 -1.45295 0.175423 -0.63466 0.567248 0.406929 1.38977 0.387736 1.24769 -0.948809 -0.856491 -0.896155 2.03058 1
132 0.211222 0.175423 -3.14817 0.726186 0.235627 1.38977 0.387736 0.169471 -0.948809 0.494441 1.67654 -0.440715 3
133 0.851287 0.175423 0.622093 0.249373 0.758099 -0.715944 -1.07542 0.865095 -0.948809 0.494441 -0.0385904 -0.440715 1
134 1.10731 0.175423 -3.14817 -1.53073 0.0728892 1.38977 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 0
135 -0.556857 0.175423 0.622093 1.203 0.749534 -0.715944 -1.07542 -0.300075 -0.948809 0.944752 -0.896155 -0.440715 3
136 0.339235 0.175423 -0.63466 0.376523 0.406929 -0.715944 1.85089 -0.0739969 -0.948809 -0.856491 -0.896155 -0.440715 0
137 1.49135 0.175423 -0.63466 -1.53073 0.415494 -0.715944 -1.07542 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 3
138 1.87539 0.175423 -3.14817 -1.53073 0.372669 1.38977 -1.07542 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 3
139 -0.812884 0.175423 -0.63466 0.932805 0.0214985 1.38977 0.387736 1.21291 -0.948809 -0.856491 -0.896155 2.03058 0
140 -0.172818 0.175423 -0.63466 0.853336 0.398364 -0.715944 0.387736 0.482502 1.04868 -0.856491 -0.896155 -0.440715 2
141 2.00341 0.175423 0.622093 1.01227 1.17779 1.38977 -1.07542 0.378158 1.04868 0.944752 1.67654 2.44247 0
142 -0.428844 0.175423 -0.63466 -1.53073 0.304148 1.38977 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 4
143 -0.172818 0.175423 -0.63466 -1.53073 0.509711 -0.715944 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 2
144 0.595261 0.175423 0.622093 0.599036 0.860881 -0.715944 -1.07542 0.204252 1.04868 2.746 1.67654 -0.440715 4
145 -0.68487 0.175423 -0.63466 -1.53073 0.261322 -0.715944 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 0
146 -0.68487 0.175423 -1.89141 -1.53073 0.0814544 -0.715944 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 0
147 -0.0448046 0.175423 0.622093 0.694398 0.869446 -0.715944 -1.07542 1.10856 1.04868 0.944752 0.818974 -0.440715 0
148 -0.556857 0.175423 0.622093 -1.53073 0.269887 1.38977 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 1
149 -0.300831 0.175423 0.622093 0.757973 0.835186 1.38977 0.387736 1.21291 1.04868 0.944752 0.818974 -0.440715 3
150 0.211222 0.175423 0.622093 -1.53073 1.02362 -0.715944 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 3
151 -2.34904 0.175423 0.622093 0.853336 -0.012762 -0.715944 -1.07542 0.656408 1.04868 0.494441 0.818974 -0.440715 0
152 1.49135 0.175423 0.622093 0.535461 0.415494 -0.715944 0.387736 0.43033 1.04868 -0.856491 -0.896155 -0.440715 3
153 -2.73308 0.175423 0.622093 0.217586 0.997923 -0.715944 -1.07542 0.256424 1.04868 0.494441 1.67654 -0.440715 1
154 -0.556857 0.175423 0.622093 0.980486 0.381234 -0.715944 -1.07542 0.343377 1.04868 1.39506 0.818974 -0.440715 1
155 -0.428844 0.175423 0.622093 0.503673 0.432625 -0.715944 0.387736 0.499892 1.04868 0.944752 1.67654 -0.440715 2
156 1.23533 0.175423 0.622093 -1.53073 -1.4774 1.38977 -1.07542 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 2
157 0.595261 0.175423 0.622093 0.853336 0.175671 -0.715944 0.387736 0.778142 1.04868 -0.406181 0.818974 -0.440715 2
158 1.61937 0.175423 0.622093 1.01227 -1.4774 1.38977 1.85089 0.691189 -0.948809 0.494441 -0.896155 -0.440715 2
159 1.23533 0.175423 0.622093 -1.53073 0.321278 1.38977 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 2
160 -0.428844 0.175423 0.622093 -1.53073 0.937967 1.38977 -1.07542 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 1
161 0.339235 0.175423 0.622093 -1.53073 -0.0213272 -0.715944 0.387736 0.517283 1.04868 1.84537 -0.896155 -0.440715 4
162 0.979301 0.175423 0.622093 -1.53073 1.68313 -0.715944 -1.07542 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 3
163 -0.300831 0.175423 0.622093 0.948698 0.00436821 -0.715944 1.85089 0.499892 1.04868 1.84537 1.67654 -0.440715 3
164 1.23533 0.175423 0.622093 -1.53073 0.997923 1.38977 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 3
165 -1.06891 0.175423 0.622093 -1.53073 -1.4774 1.38977 1.85089 -1.56959 -0.948809 -0.856491 -0.896155 2.44247 1
166 -1.45295 0.175423 0.622093 0.694398 -1.4774 -0.715944 -1.07542 1.19552 1.04868 0.494441 -0.0385904 -0.440715 3
167 1.23533 0.175423 0.622093 0.408311 0.372669 1.38977 1.85089 -0.108778 1.04868 -0.856491 -0.896155 2.44247 2
168 1.23533 0.175423 -0.63466 -1.53073 0.843751 -0.715944 1.85089 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 0
169 0.595261 0.175423 0.622093 -1.53073 0.612492 1.38977 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 2
170 -0.300831 0.175423 -1.89141 1.33015 0.963662 1.38977 0.387736 0.517283 -0.948809 -0.135994 -0.896155 -0.440715 1
171 -0.812884 0.175423 0.622093 0.440098 0.603927 -0.715944 -1.07542 0.552064 1.04868 0.944752 0.818974 2.44247 1
172 -2.86109 0.175423 -0.63466 0.344736 0.578232 -0.715944 1.85089 1.29986 -0.948809 0.0441305 0.818974 0.794934 0
173 0.979301 0.175423 0.622093 0.694398 0.398364 -0.715944 0.387736 0.552064 1.04868 0.944752 0.818974 2.44247 3
174 1.87539 0.175423 -0.63466 0.694398 0.552536 1.38977 -1.07542 0.0651278 -0.948809 -0.856491 -0.896155 -0.440715 1
175 0.467248 0.175423 -1.89141 -1.53073 -0.0641528 -0.715944 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 0
176 -0.172818 0.175423 0.622093 0.058648 0.346973 -0.715944 0.387736 0.343377 -0.948809 -0.856491 -0.896155 -0.440715 0
177 0.211222 0.175423 0.622093 1.48909 0.980793 1.38977 1.85089 1.039 1.04868 0.944752 1.67654 -0.440715 4
178 0.595261 0.175423 0.622093 0.535461 0.732404 1.38977 1.85089 0.691189 -0.948809 -0.856491 -0.896155 2.03058 2
179 -0.172818 0.175423 0.622093 1.01227 0.715274 1.38977 1.85089 0.395549 1.04868 0.0441305 -0.0385904 -0.440715 3
180 0.0832086 0.175423 0.622093 0.535461 0.115715 1.38977 1.85089 0.865095 1.04868 -0.406181 0.818974 -0.440715 1
181 -0.300831 0.175423 0.622093 0.408311 0.783795 -0.715944 1.85089 0.169471 -0.948809 -0.856491 -0.896155 -0.440715 1
182 -0.556857 0.175423 -0.63466 -1.53073 -1.4774 -0.715944 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 0
183 -0.556857 0.175423 0.622093 0.376523 0.45832 -0.715944 1.85089 0.639017 1.04868 0.674566 1.67654 2.44247 1
184 -0.428844 0.175423 0.622093 0.535461 0.261322 1.38977 -1.07542 0.13469 -0.948809 0.494441 0.818974 2.44247 1
185 -0.300831 0.175423 0.622093 0.535461 0.295583 -0.715944 0.387736 0.0999089 1.04868 0.0441305 0.818974 -0.440715 0
186 0.211222 0.175423 -0.63466 -1.53073 0.955097 -0.715944 -1.07542 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 1
187 0.211222 0.175423 -0.63466 0.376523 1.40905 -0.715944 -1.07542 0.13469 1.04868 -0.856491 -0.896155 -0.440715 3
188 -0.172818 0.175423 -0.63466 0.853336 0.398364 -0.715944 0.387736 0.482502 1.04868 -0.856491 -0.896155 -0.440715 2
189 1.87539 0.175423 0.622093 0.932805 1.17779 -0.715944 -1.07542 0.378158 1.04868 0.494441 1.67654 -0.440715 2
190 1.10731 0.175423 -0.63466 0.599036 0.698144 1.38977 -1.07542 1.05639 1.04868 -0.856491 -0.896155 0.794934 0
191 -1.06891 -5.67201 0.622093 0.281161 0.732404 1.38977 1.85089 0.0999089 -0.948809 0.0441305 -0.0385904 -0.440715 0
192 0.339235 0.175423 0.622093 1.01227 0.698144 1.38977 0.387736 0.308596 1.04868 1.84537 0.818974 -0.440715 4
193 -0.812884 0.175423 0.622093 0.757973 1.09214 1.38977 0.387736 0.656408 1.04868 0.494441 0.818974 -0.440715 3
194 0.339235 0.175423 0.622093 0.980486 -0.0213272 -0.715944 0.387736 0.830314 1.04868 -0.856491 -0.896155 -0.440715 1
195 -1.70898 0.175423 0.622093 0.599036 1.17779 -0.715944 -1.07542 0.621627 -0.948809 -0.856491 -0.896155 0.794934 2
196 -0.68487 -5.67201 0.622093 0.487779 1.37479 1.38977 0.387736 1.10856 -0.948809 -0.856491 -0.896155 -0.440715 1
197 0.339235 0.175423 -3.14817 -1.53073 -0.286846 -0.715944 0.387736 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 0
198 -0.556857 0.175423 0.622093 0.408311 0.432625 1.38977 0.387736 0.169471 -0.948809 -0.856491 -0.896155 2.03058 2
199 -0.172818 0.175423 0.622093 -1.53073 1.82018 1.38977 1.85089 -1.56959 -0.948809 -0.856491 -0.896155 -0.440715 0
200 0.339235 0.175423 -1.89141 0.376523 0.698144 -0.715944 1.85089 0.0477372 1.04868 -0.856491 -0.896155 -0.440715 1

View File

@@ -0,0 +1,29 @@
printf('lendo problema %s ...\n', problema);
n_entradas= 13; n_clases= 5; n_fich= 1; fich{1}= 'processed.va.data'; n_patrons(1)= 200;
n_max= max(n_patrons);
x = zeros(n_fich, n_max, n_entradas); cl= zeros(n_fich, n_max);
n_patrons_total = sum(n_patrons); n_iter=0;
for i_fich=1:n_fich
f=fopen(fich{i_fich}, 'r');
if -1==f
error('erro en fopen abrindo %s\n', fich{i_fich});
end
for i=1:n_patrons(i_fich)
fprintf(2,'%5.1f%%\r', 100*n_iter++/n_patrons_total);
for j = 1:n_entradas
t = fscanf(f,'%c',1);
if t ~= '?'
fseek(f,-1,SEEK_CUR); t = fscanf(f, '%f',1); x(i_fich,i,j) = t;
else
x(i_fich,i,j) = 0;
end
fscanf(f,'%c',1);
end
cl(i_fich,i) = fscanf(f,'%i',1); % lectura da clase
end
fclose(f);
end

View File

@@ -0,0 +1,200 @@
63 1 4 140 260 0 1 112 1 3 2 ? ? 2
44 1 4 130 209 0 1 127 0 0 ? ? ? 0
60 1 4 132 218 0 1 140 1 1.5 3 ? ? 2
55 1 4 142 228 0 1 149 1 2.5 1 ? ? 1
66 1 3 110 213 1 2 99 1 1.3 2 ? ? 0
66 1 3 120 0 0 1 120 0 -0.5 1 ? ? 0
65 1 4 150 236 1 1 105 1 0 ? ? ? 3
60 1 3 180 0 0 1 140 1 1.5 2 ? ? 0
60 1 3 120 0 ? 0 141 1 2 1 ? ? 3
60 1 2 160 267 1 1 157 0 0.5 2 ? ? 1
56 1 2 126 166 0 1 140 0 0 ? ? ? 0
59 1 4 140 0 0 1 117 1 1 2 ? ? 1
62 1 4 110 0 0 0 120 1 0.5 2 ? 3 1
63 1 3 ? 0 0 2 ? ? ? ? ? ? 1
57 1 4 128 0 1 1 148 1 1 2 ? ? 1
62 1 4 120 220 0 1 86 0 0 ? ? ? 0
63 1 4 170 177 0 0 84 1 2.5 3 ? ? 4
46 1 4 110 236 0 0 125 1 2 2 ? ? 1
63 1 4 126 0 0 1 120 0 1.5 3 ? ? 0
60 1 4 152 0 0 1 118 1 0 ? ? 7 0
58 1 4 116 0 0 0 124 0 1 1 ? ? 2
64 1 4 120 0 1 1 106 0 2 2 ? ? 1
63 1 3 130 0 0 1 111 1 0 ? ? ? 3
74 1 3 ? 0 0 0 ? ? ? ? ? ? 0
52 1 3 128 0 0 1 180 0 3 1 ? ? 2
69 1 4 130 0 1 1 129 0 1 2 ? 6 2
51 1 4 ? 0 1 1 ? ? ? ? ? ? 2
60 1 4 130 186 1 1 140 1 0.5 2 ? ? 1
56 1 4 120 100 0 0 120 1 1.5 2 0 7 1
55 1 3 ? 228 0 1 ? ? ? ? ? ? 3
54 1 4 ? 0 0 1 ? ? ? ? ? ? 3
77 1 4 124 171 0 1 110 1 2 1 ? ? 3
63 1 4 160 230 1 0 105 1 1 2 ? ? 3
55 1 3 0 0 0 0 155 0 1.5 2 ? ? 3
52 1 3 122 0 0 0 110 1 2 3 ? ? 2
64 1 4 144 0 0 1 122 1 1 2 ? ? 3
60 1 4 ? 281 0 1 ? ? ? ? ? ? 2
60 1 4 120 0 0 0 133 1 2 1 ? 7 0
58 1 4 ? 203 1 0 ? ? ? ? ? ? 1
59 1 4 154 0 0 1 131 1 1.5 ? 0 ? 0
61 1 3 120 0 0 0 80 1 0 2 ? ? 3
40 1 4 125 0 1 0 165 0 0 ? ? 7 1
61 1 4 ? 0 1 1 86 0 1.5 2 ? 7 3
41 1 4 104 0 0 1 111 0 0 ? ? ? 0
57 1 4 ? 277 1 1 ? ? ? ? ? ? 4
63 1 4 136 0 0 0 84 1 0 ? ? 7 2
59 1 4 122 233 0 0 117 1 1.3 3 ? ? 1
51 1 4 128 0 0 0 107 0 0 ? ? ? 0
59 1 3 ? 0 0 0 128 1 2 3 ? ? 2
42 1 3 134 240 ? 0 160 0 0 ? ? ? 0
55 1 3 120 0 0 1 125 1 2.5 2 ? 7 1
63 0 2 ? 0 0 0 ? ? ? ? ? ? 0
62 1 4 152 153 0 1 97 1 1.6 1 ? 7 2
56 1 2 124 224 1 0 161 0 2 2 ? ? 0
53 1 4 126 0 0 0 106 0 0 ? ? ? 1
68 1 4 138 0 0 0 130 1 3 2 ? ? 2
53 1 4 154 0 ? 1 140 1 1.5 2 ? ? 2
60 1 3 ? 316 1 1 ? ? ? ? ? ? 3
62 1 2 ? 0 0 0 ? ? ? ? ? ? 0
59 1 4 178 0 1 2 120 1 0 ? ? 7 1
51 1 4 ? 218 1 2 ? ? ? ? ? ? 0
61 1 4 110 0 ? 0 108 1 2 3 ? ? 2
57 1 4 130 311 ? 1 148 1 2 2 ? ? 1
56 1 3 170 0 0 2 123 1 2.5 ? ? ? 4
58 1 2 126 0 1 0 110 1 2 2 ? ? 2
69 1 3 140 0 ? 1 118 0 2.5 3 ? ? 2
67 1 1 142 270 1 0 125 0 2.5 1 ? ? 3
58 1 4 120 0 0 2 106 1 1.5 3 ? 7 1
65 1 4 ? 0 0 0 ? ? ? ? ? ? 1
63 1 2 ? 217 1 1 ? ? ? ? ? ? 1
55 1 2 110 214 1 1 180 0 ? ? ? ? 0
57 1 4 140 214 0 1 144 1 2 2 ? 6 2
65 1 1 ? 252 0 0 ? ? ? ? ? ? 0
54 1 4 136 220 0 0 140 1 3 2 ? ? 3
72 1 3 120 214 0 0 102 1 1 2 ? ? 3
75 1 4 170 203 1 1 108 0 0 ? ? 7 1
49 1 1 130 0 0 1 145 0 3 2 ? ? 2
51 1 3 ? 339 0 0 ? ? ? ? ? ? 3
60 1 4 142 216 0 0 110 1 2.5 2 ? ? 2
64 0 4 142 276 0 0 140 1 1 2 ? 7 1
58 1 4 132 458 1 0 69 0 1 3 ? ? 0
61 1 4 146 241 0 0 148 1 3 3 ? ? 2
67 1 4 160 384 1 1 130 1 0 2 ? ? 2
62 1 4 135 297 0 0 130 1 1 2 ? ? 2
65 1 4 136 248 0 0 140 1 4 3 ? ? 4
63 1 4 130 308 0 0 138 1 2 2 ? ? 2
69 1 4 140 208 0 1 140 1 2 ? ? ? 3
51 1 4 ? 227 1 1 ? ? ? ? ? ? 0
62 1 4 158 210 1 0 112 1 3 3 ? ? 1
55 1 3 ? 245 1 1 ? ? ? ? ? ? 1
75 1 4 136 225 0 0 112 1 3 2 ? ? 3
40 1 3 106 240 0 0 80 1 0 ? ? 7 0
67 1 4 120 0 1 0 150 0 1.5 3 ? ? 3
58 1 4 110 198 0 0 110 0 0 ? ? ? 1
60 1 4 ? 195 0 0 ? ? ? ? ? ? 0
63 1 4 160 267 1 1 88 1 2 ? ? ? 3
35 1 3 ? 161 0 1 ? ? ? ? ? ? 0
62 1 1 112 258 0 1 150 1 ? ? ? ? 1
43 1 4 122 0 0 0 120 0 0.5 1 ? ? 1
63 1 3 130 0 1 1 160 0 3 2 ? ? 0
68 1 3 150 195 1 0 132 0 0 ? ? 6 1
65 1 4 150 235 0 0 120 1 1.5 2 ? ? 3
48 1 3 102 0 ? 1 110 1 1 3 ? ? 1
63 1 4 96 305 0 1 121 1 1 1 ? ? 1
64 1 4 130 223 0 1 128 0 0.5 2 ? ? 0
61 1 4 120 282 0 1 135 1 4 3 ? 6 3
50 1 4 144 349 0 2 120 1 1 1 ? 7 1
59 1 4 124 ? 0 0 117 1 1 2 ? ? 1
55 1 4 150 160 0 1 150 0 0 ? ? ? 0
45 1 3 ? 236 0 0 ? ? ? ? ? ? 0
65 1 4 ? 312 0 2 ? ? ? ? ? ? 3
61 1 2 ? 283 0 0 ? ? ? ? ? ? 0
49 1 3 ? 142 0 0 ? ? ? ? ? ? 3
72 1 4 ? 211 0 0 ? ? ? ? ? ? 1
50 1 4 ? 218 0 0 ? ? ? ? ? ? 1
64 1 4 ? 306 1 1 ? ? ? ? ? ? 3
55 1 4 116 186 1 1 102 0 0 ? ? ? 2
63 1 4 110 252 0 1 140 1 2 2 ? ? 2
59 1 4 125 222 0 0 135 1 2.5 3 ? ? 3
56 1 4 ? 0 0 2 ? ? ? ? ? ? 1
62 1 3 ? 0 1 1 ? ? ? ? ? ? 2
74 1 4 150 258 1 1 130 1 4 3 ? ? 3
54 1 4 130 202 1 0 112 1 2 2 ? ? 1
57 1 4 110 197 0 2 100 0 0 ? ? ? 0
62 1 3 ? 204 0 1 ? ? ? ? ? ? 1
76 1 3 104 ? 0 2 120 0 3.5 3 ? ? 4
54 0 4 138 274 0 0 105 1 1.5 2 ? ? 1
70 1 4 170 192 0 1 129 1 3 3 ? ? 2
61 0 2 140 298 1 0 120 1 0 ? ? 7 0
48 1 4 ? 272 0 1 ? ? ? ? ? ? 0
48 1 3 132 220 1 1 162 0 0 ? ? 6 1
61 1 1 142 200 1 1 100 0 1.5 3 ? ? 3
66 1 4 112 261 0 0 140 0 1.5 1 ? ? 1
68 1 1 ? 181 1 1 ? ? ? ? ? ? 0
55 1 4 172 260 0 0 73 0 2 ? ? ? 3
62 1 3 120 220 0 2 86 0 0 ? ? ? 0
71 1 3 ? 221 0 0 ? ? ? ? ? ? 3
74 1 1 ? 216 1 0 ? ? ? ? ? ? 3
53 1 3 155 175 1 1 160 0 ? ? ? 6 0
58 1 3 150 219 0 1 118 1 0 ? ? ? 2
75 1 4 160 310 1 0 112 1 2 3 ? 7 0
56 1 3 ? 208 1 1 ? ? ? ? ? ? 4
58 1 3 ? 232 0 1 ? ? ? ? ? ? 2
64 1 4 134 273 0 0 102 1 4 3 ? ? 4
54 1 3 ? 203 0 1 ? ? ? ? ? ? 0
54 1 2 ? 182 0 1 ? ? ? ? ? ? 0
59 1 4 140 274 0 0 154 1 2 2 ? ? 0
55 1 4 ? 204 1 1 ? ? ? ? ? ? 1
57 1 4 144 270 1 1 160 1 2 2 ? ? 3
61 1 4 ? 292 0 1 ? ? ? ? ? ? 3
41 1 4 150 171 0 0 128 1 1.5 2 ? ? 0
71 1 4 130 221 0 1 115 1 0 ? ? ? 3
38 1 4 110 289 0 0 105 1 1.5 3 ? ? 1
55 1 4 158 217 0 0 110 1 2.5 2 ? ? 1
56 1 4 128 223 0 1 119 1 2 3 ? ? 2
69 1 4 ? ? 1 0 ? ? ? ? ? ? 2
64 1 4 150 193 0 1 135 1 0.5 2 ? ? 2
72 1 4 160 ? 1 2 130 0 1.5 ? ? ? 2
69 1 4 ? 210 1 1 ? ? ? ? ? ? 2
56 1 4 ? 282 1 0 ? ? ? ? ? ? 1
62 1 4 ? 170 0 1 120 1 3 ? ? ? 4
67 1 4 ? 369 0 0 ? ? ? ? ? ? 3
57 1 4 156 173 0 2 119 1 3 3 ? ? 3
69 1 4 ? 289 1 1 ? ? ? ? ? ? 3
51 1 4 ? ? 1 2 ? ? ? ? ? 7 1
48 1 4 140 ? 0 0 159 1 1.5 1 ? ? 3
69 1 4 122 216 1 2 84 1 0 ? ? 7 2
69 1 3 ? 271 0 2 ? ? ? ? ? ? 0
64 1 4 ? 244 1 1 ? ? ? ? ? ? 2
57 1 2 180 285 1 1 120 0 0.8 ? ? ? 1
53 1 4 124 243 0 0 122 1 2 2 ? 7 1
37 1 3 118 240 0 2 165 0 1 2 ? 3 0
67 1 4 140 219 0 1 122 1 2 2 ? 7 3
74 1 3 140 237 1 0 94 0 0 ? ? ? 1
63 1 2 ? 165 0 1 ? ? ? ? ? ? 0
58 1 4 100 213 0 1 110 0 0 ? ? ? 0
61 1 4 190 287 1 2 150 1 2 3 ? ? 4
64 1 4 130 258 1 2 130 0 0 ? ? 6 2
58 1 4 160 256 1 2 113 1 1 1 ? ? 3
60 1 4 130 186 1 2 140 1 0.5 2 ? ? 1
57 1 4 122 264 0 2 100 0 0 ? ? ? 1
55 1 3 ? ? 0 1 ? ? ? ? ? ? 0
55 1 4 120 226 0 2 127 1 1.7 3 ? 7 1
56 1 4 130 203 1 0 98 0 1.5 2 ? 7 1
57 1 4 130 207 0 1 96 1 1 2 ? ? 0
61 1 3 ? 284 0 0 ? ? ? ? ? ? 1
61 1 3 120 337 0 0 98 1 0 ? ? ? 3
58 1 3 150 219 0 1 118 1 0 ? ? ? 2
74 1 4 155 310 0 0 112 1 1.5 3 ? ? 2
68 1 3 134 254 1 0 151 1 0 ? ? 3 0
51 0 4 114 258 1 2 96 0 1 1 ? ? 0
62 1 4 160 254 1 1 108 1 3 2 ? ? 4
53 1 4 144 300 1 1 128 1 1.5 2 ? ? 3
62 1 4 158 170 0 1 138 1 0 ? ? ? 1
46 1 4 134 310 0 0 126 0 0 ? ? 3 2
54 0 4 127 333 1 1 154 0 0 ? ? ? 1
62 1 1 ? 139 0 1 ? ? ? ? ? ? 0
55 1 4 122 223 1 1 100 0 0 ? ? 6 2
58 1 4 ? 385 1 2 ? ? ? ? ? ? 0
62 1 2 120 254 0 2 93 1 0 ? ? ? 1