Datasets:
Barzabel777
/
test_dataset2

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row_id
int64
Age
int64
Sex
int64
Chest_Pain_Type
int64
Resting_Blood_Pressure
int64
Serum_Cholesterol
int64
Fasting_Blood_Sugar
int64
Resting_ECG
int64
Max_Heart_Rate_Achieved
int64
Exercise_Induced_Angina
int64
ST_Depression_Exercise
float64
Peak_Exercise_ST_Segment
int64
Num_Major_Vessels_Flouro
int64
Thalassemia
int64
Diagnosis_Heart_Disease
int64
1
60
1
4
140
271
0
2
143
1
2
2
3
7
1
2
39
0
3
126
306
0
0
163
0
0
1
0
3
0
3
47
1
4
140
256
0
2
126
1
4.2
3
3
7
1
4
48
1
3
138
255
0
2
125
1
1.9
1
1
3
0
5
55
1
2
120
197
0
0
158
0
0.6
1
0
7
0
6
44
0
3
118
141
0
0
182
0
0
1
1
3
0
7
45
1
2
135
315
0
2
175
0
0
1
0
3
0
8
63
0
3
120
269
0
0
115
0
2.6
2
1
3
0
9
44
0
3
126
242
0
0
132
0
0.6
1
0
3
0
10
61
0
4
174
288
0
2
114
1
1.1
2
0
3
1
11
51
1
3
100
188
0
0
123
0
0.8
1
1
7
0
12
54
1
4
140
266
0
2
116
1
2
2
1
7
1
13
51
1
4
130
274
0
0
186
1
0
1
0
3
0
14
60
1
1
120
302
0
0
151
0
0.9
2
0
7
1
15
51
1
4
144
200
0
2
186
1
0
1
1
3
1
16
59
0
4
174
327
0
2
145
1
3.4
2
2
7
1
17
50
1
3
129
149
0
2
139
0
2.6
3
0
3
0
18
58
0
3
130
256
1
2
153
0
0.6
3
0
3
0
19
51
1
3
130
188
0
2
123
0
1.4
2
1
6
0
20
65
0
1
150
360
1
2
125
0
3
2
0
7
0
21
35
1
4
118
172
0
2
114
0
0.1
2
0
6
1
22
64
0
3
140
313
0
0
158
0
0.8
1
0
3
0
23
63
0
4
140
241
0
0
165
0
1.5
2
0
3
0
24
49
1
2
135
222
0
2
180
0
1.2
2
1
3
0
25
45
1
4
112
208
0
0
181
0
0.2
3
0
3
0
26
58
1
3
125
258
0
2
167
0
0
1
0
3
0
27
54
1
4
110
260
1
2
116
1
1.8
2
2
3
1
28
67
1
1
160
273
0
0
150
0
3.8
3
0
7
1
29
47
1
2
130
200
0
2
162
0
0
2
0
3
0
30
52
1
4
142
212
0
2
166
0
1.5
1
0
7
1
31
46
1
4
112
233
0
0
177
0
0
1
0
3
0
32
54
0
3
132
252
1
2
161
0
0.2
2
2
7
1
33
50
0
4
140
307
0
0
136
1
0.2
2
0
3
0
34
58
1
1
160
176
0
0
163
0
1.2
1
2
7
0
35
57
1
3
150
168
0
0
165
0
1.2
2
1
7
1
36
54
1
4
122
239
0
0
126
1
1.6
2
1
3
1
37
61
0
4
174
201
1
0
143
1
2.6
2
1
7
1
38
59
1
4
126
230
0
0
132
1
1.8
1
1
7
0
39
53
1
2
152
201
0
0
195
0
0
1
0
3
0
40
41
0
4
110
265
0
0
140
1
2
3
0
6
1
41
52
1
4
108
233
1
0
144
1
1.8
1
2
3
1
42
67
1
3
160
212
0
2
131
1
2
2
2
7
1
43
34
1
1
118
182
0
0
174
0
1.4
2
0
7
0
44
59
1
3
170
212
1
2
171
0
1.6
1
0
3
1
45
62
0
2
108
244
0
0
146
0
1.4
2
1
3
0
46
53
1
3
108
240
0
0
165
0
0.8
2
3
7
1
47
58
1
4
128
216
1
2
148
1
1
2
2
7
1
48
51
1
3
110
227
0
0
179
0
1.9
1
3
7
0
49
48
1
3
124
180
0
0
123
0
1.8
2
2
3
1
50
48
1
3
130
315
0
0
156
0
0.6
1
0
3
0
51
61
1
4
125
177
0
0
125
1
1.4
2
1
6
0
52
67
1
4
110
304
0
2
147
0
1
2
2
3
1
53
58
1
4
100
234
0
2
148
0
0.3
2
1
6
0
54
68
1
3
140
274
0
0
120
1
1.9
2
2
3
0
55
64
0
4
178
226
1
2
145
1
1.5
1
3
3
1
56
52
1
4
130
201
1
0
150
1
0
1
2
7
1
57
52
1
2
150
205
0
2
172
0
0
1
1
3
0
58
35
1
4
126
250
0
2
171
0
0.2
1
0
3
0
59
53
1
4
128
201
0
2
113
1
2.2
2
0
7
1
60
62
1
1
145
233
0
2
125
0
0
1
0
3
0
61
45
1
4
142
226
0
2
126
1
1.5
2
2
6
1
62
47
0
4
140
307
0
0
136
1
2
2
0
7
1
63
76
0
3
110
265
1
0
146
0
1.2
2
0
3
0
64
58
1
4
146
282
0
2
171
0
1.5
2
0
7
1
65
41
0
2
126
213
0
0
179
0
1.4
2
0
3
0
66
55
0
4
132
241
0
0
122
1
0.2
1
0
3
1
67
55
1
1
178
227
1
2
164
0
1
2
0
7
1
68
58
0
4
130
264
1
2
117
1
0.4
2
2
7
0
69
39
0
2
118
268
0
0
149
0
0
2
0
7
1
70
42
1
4
152
309
0
1
125
0
0
2
2
3
1
71
45
0
3
112
204
0
0
175
0
0
1
0
3
0
72
50
1
3
140
243
0
2
158
0
2.6
3
0
3
0
73
60
1
4
125
281
0
2
182
0
0
1
0
3
0
74
64
1
4
120
253
0
2
144
0
2.1
2
3
7
1
75
51
1
2
140
298
0
2
172
0
1.5
1
2
3
1
76
37
0
3
118
215
0
0
192
0
0
1
0
3
0
77
41
0
4
120
341
0
1
147
1
4.4
3
0
7
1
78
59
1
1
160
276
1
2
137
0
1
2
2
7
1
79
41
1
4
132
321
0
2
136
1
3.4
2
0
7
1
80
37
1
3
130
214
0
2
192
0
0
1
0
3
0
81
58
1
4
128
318
0
2
142
1
3
2
1
3
1
82
54
1
4
110
290
0
2
109
1
3
2
0
3
0
83
59
1
4
164
232
1
2
112
1
0.6
1
2
7
1
84
63
1
4
120
263
0
0
71
1
1.4
2
1
7
1
85
65
1
3
130
212
0
2
151
0
0
1
0
3
0
86
55
1
1
178
270
0
2
162
1
1
2
0
7
0
87
57
1
4
150
176
0
0
111
1
1.5
2
0
6
1
88
64
0
3
160
277
0
0
125
0
2.6
2
1
6
1
89
57
1
3
130
258
1
2
142
1
1
2
1
7
1
90
42
1
3
140
226
0
0
162
0
0
1
0
3
0
91
44
1
2
135
219
0
2
180
0
0
1
0
3
0
92
37
1
4
118
192
1
0
130
0
1
2
3
7
1
93
42
1
4
140
309
1
1
125
1
0.6
1
2
7
1
94
49
0
3
142
252
0
0
125
0
0.6
2
0
3
0
95
58
1
2
140
204
0
2
152
0
3.6
1
0
7
0
96
37
1
1
126
199
0
2
202
0
1.9
3
0
3
0
97
44
1
4
138
315
0
0
120
1
5.6
3
0
7
1
98
52
0
2
108
295
1
1
190
0
0.6
3
1
3
1
99
70
1
3
160
309
0
2
172
0
0
1
0
3
1
100
54
1
3
150
168
0
0
162
0
0.5
1
0
7
0