row_idx
int64
f_0_Age
int64
f_1_Gender_male_1
int64
f_2_Weight_kg
int64
f_3_Height_cm
int64
f_4_NYHA_class
int64
f_5_Diastolic_blood_pressure_mmHg
int64
f_6_Systolic_blood_pressure_mmHg
int64
f_7_HF_etiology_Diagnosis
string
f_8_Diabetes_yes_1
int64
f_9_History_of_dyslipemia_yes_1
int64
f_10_Peripheral_vascular_disease_yes_1
int64
f_11_History_of_hypertension_yes_1
int64
f_12_Prior_Myocardial_Infarction_yes_1
int64
f_13_Prior_implantable_device
string
f_14_Prior_Revascularization
string
f_15_Syncope
string
f_16_daily_smoking_cigarretes_day
int64
f_17_smoke_free_time_years
int64
f_18_cigarettes_year
int64
f_19_alcohol_consumption_standard_units
int64
f_20_Albumin_g_L
float64
f_21_ALT_or_GPT_IU_L
float64
f_22_AST_or_GOT_IU_L
float64
f_23_Normalized_Troponin
float64
f_24_Total_Cholesterol_mmol_L
float64
f_25_Creatinine_mol_L
float64
f_26_Gamma_glutamil_transpeptidase_IU_L
float64
f_27_Glucose_mmol_L
float64
f_28_Hemoglobin_g_L
float64
f_29_HDL_mmol_L
float64
f_30_Potassium_mEq_L
float64
f_31_LDL_mmol_L
float64
f_32_Sodium_mEq_L
float64
f_33_Pro_BNP_ng_L
float64
f_34_Protein_g_L
float64
f_35_T3_pg_dL
float64
f_36_T4_ng_L
float64
f_37_Troponin_ng_mL
float64
f_38_TSH_mIU_L
float64
f_39_Urea_mg_dL
float64
f_40_Signs_of_pulmonary_venous_hypertension_yes_1
int64
f_41_Cardiothoracic_ratio
float64
f_42_Left_atrial_size_mm
float64
f_43_Right_ventricle_contractility_altered_1
float64
f_44_Right_ventricle_end_diastolic_diameter_mm
float64
f_45_LVEF
float64
f_46_Mitral_valve_insufficiency
string
f_47_Mitral_flow_pattern
string
f_48_Left_ventricular_posterior_wall_thickness_mm
float64
f_49_Septal_thickness_mm
float64
f_50_Left_ventricle_end_diastolic_diameter_mm
float64
f_51_Left_ventricle_end_systolic_diameter_mm
float64
f_52_Calcium_channel_blocker_yes_1
int64
f_53_Diabetes_medication_yes_1
int64
f_54_Amiodarone_yes_1
int64
f_55_Angiotensin_II_receptor_blocker_yes_1
int64
f_56_Anticoagulants_antitrombotics_yes_1
int64
f_57_Betablockers_yes_1
int64
f_58_Digoxin_yes_1
int64
f_59_Loop_diuretics_yes_1
int64
f_60_Spironolactone_yes_1
int64
f_61_Statins_yes_1
int64
f_62_Hidralazina_yes_1
int64
f_63_ACE_inhibitor_yes_1
int64
f_64_Nitrovasodilator_yes_1
int64
target
int64
589
73
1
96
170
2
90
150
8
0
1
0
0
0
0
0
0
30
15
383,250
0
42
16
21
16.667
5.07
103
24
6.5
143
1.32
4.3
2.64
139
77
75
0.04
18
0.1
3.4
9.65
1
0.6
48
0
33
54
1
1.0
10
11
60
43
0
0
1
0
1
0
1
1
0
1
0
1
0
1
128
36
0
81
170
3
70
120
1
0
1
0
0
0
0
0
0
0
0
0
3
48
130
89
1
4.86
88
142
4.8
151
0.8
3.9
2.05
139
57
77
0.05
15
0.06
3.53
6.32
0
0.6
35
0
18
24
0
2.0
8
7
58
52
0
0
0
0
0
1
1
1
1
0
0
1
0
0
279
71
0
95
158
2
70
120
1
0
0
0
1
0
3
0
0
0
0
0
0
44
34
20
4
5.07
97
39
4.7
129
1.42
5.9
3.26
141
3,233
72
0.03
20
0.04
2.86
6.16
1
0.6
45
0
14
17
2
2.0
9
9
68
62
0
0
1
0
1
1
0
0
1
0
0
1
0
0
336
53
1
71
180
2
65
110
3
0
0
0
0
0
0
0
0
0
0
0
13
43
29
26
0.3333
4.16
97
126
6.6
161
1.76
4.7
2.09
138
3,068
73
0.05
19
0.02
2.35
5.66
0
0.5
40
0
19
21
1
9.0
9
10
66
58
0
0
0
0
1
1
1
1
0
0
0
1
0
0
306
64
1
84
174
2
70
120
2
0
1
1
1
1
0
3
0
30
2
481,800
8
48.7
12
12
1
6.21
93
24
5.7
148
1.16
4.8
4.42
141
511
76
0.03
14
0.01
1.22
6.68
1
0.62
45
0
25
35
1
1.0
9
9
63
57
0
0
0
0
1
1
0
0
0
1
0
0
1
0
262
58
1
87
165
2
80
135
2
1
1
1
0
1
0
0
0
30
7
328,500
20
40
23
16
1.2
4.06
99
36
8.1
137
1.29
3.82
2.2
139
165
69.8
0.0339
17.8
0.6
1.62
8.9
0
0.48
51
0
37
40
0
2.0
9
13
65
42
0
1
0
0
1
1
0
1
0
1
0
1
0
0
923
72
1
95
159
3
80
120
2
0
0
0
0
0
0
0
0
20
0
73,000
0
40.9
41
45
null
4.76
110
39
6.3
155
1.11
5.2
3
137
null
73.8
null
14
null
1.53
10.82
1
0.65
44
0
33
20
1
1.0
10
12
63
47
0
0
0
0
1
0
0
1
1
0
0
1
0
3
626
67
0
70
146
2
80
150
8
1
1
1
1
0
0
0
0
0
0
0
0
45.7
24
23
1
5.87
96
45
7
125
1.14
4.2
2.77
144
1,356
77
0.05
17
0.01
2.39
14.92
0
0.62
42
0
23
68
1
1.0
14
15
47
26
1
0
0
0
1
1
0
1
0
0
0
1
0
0
74
54
1
82
180
2
74
105
2
0
0
0
0
1
2
0
0
0
0
0
29
44.2
21
24
null
6.18
118
117
6.5
148
1.27
4
3.75
142
1,199
76
null
11
null
2.93
9.65
0
0.53
48
0
29
32
1
9.0
8
7
59
47
0
0
0
0
1
1
0
1
0
1
0
1
0
0
145
59
1
96
178
2
60
90
3
1
1
1
0
1
0
0
0
30
1
438,000
0
42.1
15
13
1
4.14
113
71
7.4
127
null
4.28
null
134
706
73.1
null
null
0.01
1.8
6.3
1
0.6
59
1
17
25
1
2.0
7
9
77
68
1
1
0
0
1
1
0
1
0
1
0
1
1
0
896
74
1
92
168
2
73
144
3
0
0
0
0
0
0
0
0
0
0
0
9
36
24
26
null
5.3
88
25
6.9
127
2.2
4.6
2.95
133
890
63
0.05
17
null
1.26
6.99
0
null
40
1
null
30
0
1.0
10
10
65
45
0
0
0
0
1
0
1
1
1
1
0
1
0
2
461
71
1
82
167
2
80
130
2
0
1
0
0
1
0
2
2
10
2
142,350
0
39
44
26
2
3.8
71
84
5.7
161
1.14
4.2
2.25
139
224
68
null
10
0.02
3
6.66
0
0.64
38
0
22
42
0
1.0
10
10
52
40
0
0
0
0
1
1
0
0
0
1
0
0
1
2
409
53
1
100
176
2
70
120
2
0
0
0
0
1
4
3
0
0
0
0
27
40
18
20
0.1667
3.93
71
15
5.8
141
1.34
4.8
2.28
138
12,721
67
0.04
15
0.01
0.825
6.16
0
0.6
52
0
26
25
0
2.0
10
11
58
45
0
0
0
0
1
1
0
0
0
1
0
1
1
0
930
69
0
66
160
2
70
120
1
0
0
0
0
0
0
0
0
0
0
0
0
40
24
20
0.5
4.34
71
18
5.4
145
1.4
4.9
2.22
140
null
64
0.05
14
0.03
0.6
7.65
0
0.5
51
1
35
40
2
9.0
9
9
60
40
0
0
0
0
1
1
0
1
0
1
0
1
0
0
926
78
0
72
140
2
60
110
4
0
0
0
1
0
0
0
0
0
0
0
0
35
20
28
null
4.01
98
75
5.9
121
1.5
4.8
2.3
139
null
67
0.04
12.2
null
2.1
16.97
0
0.7
52
0
38
70
2
9.0
14
15
39
22
1
0
0
0
1
0
1
1
0
0
0
1
0
0
174
77
1
84
171
2
60
130
1
1
1
0
0
0
0
0
0
100
5
2,263,000
30
45
48
19
1
4.78
97
45
9.4
134
1.68
4.7
2.64
142
525
74
0.03
24
0.01
2.13
7.32
0
0.6
42
0
20
37
1
1.0
9
10
55
44
0
1
0
0
0
0
1
1
0
1
0
0
1
0
443
49
1
88
170
2
75
110
1
0
0
0
0
0
0
0
0
20
0
160,600
0
45.9
20
23
1
6.88
100
22
5.9
137
null
4.17
null
138
797
82.1
null
null
0.01
2.33
9
0
0.6
50
0
25
19
3
0.0
13
10
93
80
0
0
0
0
1
1
0
1
1
0
0
1
0
0
880
65
1
74
172
2
90
125
2
1
1
0
0
0
1
0
1
0
0
0
14
41
14
10
0.5
3.72
88
23
10
139
0.96
4.4
2.46
137
670
74
0.06
18
0.03
0.46
10.48
0
0.55
60
0
41
35
2
9.0
9
12
65
39
0
1
0
0
1
1
1
1
0
1
0
0
0
0
332
54
1
61
162
2
78
120
2
0
1
1
0
1
0
2
0
25
0
310,250
20
43.5
10
14
1
6.39
93
34
4.9
159
1.01
4.5
4.06
139
123
75
0.05
16
0.01
0.442
8.91
0
0.51
40
0
26
35
1
2.0
10
9
60
53
1
0
0
0
1
1
0
0
0
1
0
0
1
0
248
68
0
74
136
3
70
110
7
0
1
0
1
1
5
0
0
0
0
0
0
39.8
25
32
2
5.21
124
62
4.1
135
1.18
4.15
3.4
133
null
76.7
null
null
0.02
4
10.7
1
0.6
65
0
37
70
2
9.0
12
13
47
29
0
0
1
0
1
0
0
1
1
1
1
1
0
2
774
70
1
94
172
2
85
130
4
0
1
0
1
0
0
0
0
18
12
197,100
20
42
33
28
null
6.49
175
100
5.8
153
1.29
5.2
4.03
140
1,603
69
0.07
20
null
0.495
11.98
1
0.6
52
0
29
55
1
9.0
13
11
60
41
0
0
0
0
1
1
1
1
0
1
0
1
0
0
893
55
1
105
182
2
102
137
3
0
1
1
1
0
0
0
2
30
1
10,950
0
46
11
12
0.5
4.16
97
12
5
151
0.7
4.4
2.38
139
1,083
75
0.06
18
0.03
2.22
6.82
0
0.44
39
0
39
40
1
9.0
9
10
53
36
0
0
0
0
1
1
1
1
1
0
1
0
1
0
267
70
0
80
145
2
80
160
8
0
1
0
1
0
0
2
0
0
0
0
0
44
27
21
0.4
5.35
100
23
5.2
143
1.19
4
3.13
142
1,537
72
0.027
21.25
0.2
1.93
5.5
0
0.64
47
0
33
70
1
1.0
13
14
58
32
1
0
1
0
1
0
0
1
0
1
0
0
1
3
645
75
1
71
161
2
80
130
1
0
0
1
1
0
0
0
0
0
0
0
0
37
34
30
null
4.32
135
82
5.3
118
1.14
3.96
2.77
139
5,751
61.3
0.0348
16.95
null
1.31
8.1
0
0.58
60
0
40
25
2
9.0
7
6
86
70
0
0
1
0
1
0
0
1
0
0
0
1
0
0
428
20
0
64
162
2
60
100
7
0
0
1
0
0
0
0
0
2
3
2,190
0
40
16
29
79.833
4.01
71
14
5
130
2.2
4.5
1.42
137
11,534
70
0.05
14
0.479
2.95
3.5
0
0.45
36
1
12
31
0
2.0
25
30
47
38
0
0
0
0
0
1
0
0
0
0
0
1
0
1
629
69
1
72
154
2
90
150
2
1
1
0
1
1
0
0
0
3
14
32,850
0
44.1
23
28
null
5.74
145
70
11.2
163
0.88
4.5
3.93
142
1,824
76.6
null
19
null
0.36
10.65
0
0.6
51
0
27
35
1
9.0
8
9
60
43
1
1
0
0
0
0
0
0
0
0
0
0
0
2
316
75
1
63
157
2
80
160
3
0
1
0
1
1
0
0
0
20
2
467,200
60
52.19
13
23
1
5.3
84
38
6.6
145
1.34
4.6
3.31
141
1,121
79
0.05
16
0.01
2.43
5.79
0
0.51
46
0
25
39
2
2.0
10
11
62
54
0
0
0
0
1
0
1
1
0
1
0
1
0
0
0
58
1
83
163
3
75
110
1
0
0
0
0
0
0
0
0
20
20
160,600
0
42.4
10
20
1
5.4
106
20
5.7
132
1.29
4.6
3.36
141
1,834
69
0.05
15
0.01
3.02
7.12
1
0.55
50
0
24
35
3
9.0
10
10
72
60
0
0
0
0
1
1
1
1
0
0
0
1
0
0
376
50
1
75
168
2
60
120
1
0
0
0
0
0
0
0
0
60
0
832,200
0
45
42
26
0.0833
7.21
106
53
4.6
160
0.98
4.1
4.91
140
708
78
0.06
17
0.005
1.07
7.32
0
0.66
47
0
29
36
1
1.0
7
7
76
60
0
0
0
0
1
1
0
1
1
0
0
1
0
0
841
52
1
78
167
3
65
115
1
0
0
0
1
0
0
0
0
0
0
0
14
48
20
24
1
5.74
95
64
8.2
135
1.03
5
4.01
137
1,558
75
0.06
18
0.06
2.56
8.32
0
0.55
49
1
36
26
1
2.0
13
13
70
50
0
1
0
1
0
1
1
1
1
0
0
0
0
0
692
47
1
75
170
2
70
120
2
0
0
0
0
1
0
1
2
80
1
1,022,000
0
40
83
38
1
2.53
177
26
4.6
130
0.54
5
1.45
137
3,200
70
null
12
0.01
3.05
11.98
0
0.5
44
0
31
32
0
3.0
10
11
64
53
0
0
0
0
1
1
1
1
1
1
0
1
0
0
7
44
1
114
179
2
80
140
2
1
1
0
1
0
0
0
0
0
0
0
30
42.19
29
24
1
5.07
93
29
12.3
143
1.37
4.5
2.77
136
623
76
0.02
16
0.01
2.58
9.8
1
0.56
50
0
20
30
1
2.0
10
12
67
48
0
1
0
0
1
1
0
1
0
1
0
1
0
2
620
61
0
64
142
2
85
135
2
1
1
0
1
1
0
3
0
0
0
0
0
43.9
15
16
1
4.45
97
18
8.3
141
1.11
4.1
2.61
141
191
77
0.04
15
0.01
1.95
11.36
0
0.59
42
0
24
60
1
2.0
9
10
46
30
0
1
0
0
1
1
0
0
0
1
0
0
0
0
951
58
1
91
176
3
70
110
2
0
1
0
1
1
0
0
0
30
12
208,050
3
41.7
20
32
1
4.63
95
39
6.1
145
0.88
4.4
3.08
139
4,492
78
0.05
21
0.01
2.45
12.03
1
0.6
56
1
30
20
1
3.0
9
11
77
70
0
0
1
0
1
1
0
1
1
1
0
1
1
0
61
81
1
71
164
2
85
145
8
0
0
0
1
0
0
0
0
0
0
0
0
35.6
24
26
2
4.5
119
7
4.9
145
0.96
4.4
2.95
143
1,399
68
0.03
12
0.02
1.49
15.15
0
0.65
52
0
28
52
1
9.0
14
15
61
43
0
0
0
0
1
0
0
1
0
0
0
1
0
0
943
48
1
71
165
2
78
137
8
0
0
0
1
0
0
0
0
3
6
1,095
0
45
16
9
0.5
4.99
80
7
5.8
114
0.85
6.6
3.54
137
null
73
0.05
14
0.03
0.19
8.15
0
0.55
45
1
35
28
1
2.0
8
10
65
55
0
0
0
0
1
1
1
0
0
1
0
1
0
0
823
71
1
67
171
2
90
130
2
0
0
0
0
1
0
1
0
15
1
136,875
0
40
16
17
1
3.7
97
8
5.1
132
1.06
4.1
2.25
143
304
63
null
15
0.01
2.38
8.32
0
0.58
40
0
null
50
1
1.0
11
11
44
27
0
0
0
0
1
1
0
0
0
0
0
1
0
0
119
80
1
109
178
3
95
150
7
1
1
0
1
0
0
0
0
20
20
292,000
0
37
38
18
5
3.75
177
32
6.3
100
0.8
4.8
2.35
142
1,475
64
0.02
9
0.05
1.38
23.13
1
0.6
37
0
15
62
1
2.0
19
20
35
22
0
0
0
1
1
1
0
1
0
1
0
0
1
0
170
74
1
98
172
2
70
140
2
0
0
0
1
1
0
1
0
40
14
730,000
0
39
39
18
1
3.85
124
38
9.4
149
0.83
4.4
2.69
140
408
75
0.03
26
0.01
1.02
6.32
0
0.6
36
0
28
29
0
9.0
11
14
58
49
0
0
0
0
1
1
0
1
0
1
0
1
0
0
432
54
1
65
167
2
90
150
2
1
1
1
1
1
0
2
0
20
5
219,000
14
42
55
39
1
7.96
106
167
8.9
154
1.97
3.7
5.51
130
645
79
null
14
0.01
2.35
15.14
0
0.58
46
1
31
30
1
1.0
11
12
61
49
0
1
0
1
1
1
0
1
1
0
0
0
1
0
2
69
1
83
174
2
75
100
1
0
0
0
0
0
0
0
0
15
9
246,375
13
40.1
23
28
1
5.3
87
25
5.7
132
2.04
4.7
2.97
138
403
76
0.05
13
0.01
0.93
10.02
0
0.52
41
0
20
39
1
9.0
9
10
55
44
0
0
0
1
1
1
1
1
0
0
0
0
0
0
422
51
1
61
162
3
55
100
9
1
0
0
0
0
0
0
0
0
0
0
0
46
30
25
23.333
5.25
97
48
7.7
143
1.19
4
3.36
140
2,311
78
0.04
22
0.14
0.742
4.99
0
0.6
36
0
24
18
1
1.0
11
11
93
80
0
0
0
0
1
1
1
1
1
0
0
1
0
0
268
80
0
81
161
3
65
150
4
1
1
0
1
0
0
0
0
0
0
0
0
39
15
15
null
4.91
118
16
4.8
114
1.32
4.4
2.53
139
195
69.2
0.0327
13.05
null
1.05
15.7
0
0.54
51
0
31
70
1
2.0
15
16
54
26
0
1
0
1
1
1
0
1
0
1
0
0
1
0
751
73
1
81
162
2
40
80
2
0
0
0
0
1
0
2
0
20
1
365,000
0
42.2
24
33
4
5.55
110
95
5.2
125
1.34
4.3
3.89
136
949
80.2
null
null
0.04
2.06
8.1
0
0.5
54
1
32
25
2
9.0
10
11
62
null
0
0
0
0
0
1
1
1
1
0
0
1
1
2
781
78
0
77
159
3
60
110
4
0
0
0
1
0
0
0
0
0
0
0
0
41.5
11
12
1
4.79
89
43
14.6
158
0.9
4.39
3.17
134
155
80.4
null
null
0.01
2.1
9.9
1
0.6
60
1
30
60
2
9.0
14
16
40
null
0
0
0
1
1
0
1
1
1
0
0
0
0
3
799
71
1
70
161
2
70
135
2
1
0
0
1
1
0
1
0
5
3
100,375
0
40
9
10
1
2.14
133
55
10.3
110
0.8
4.6
0.97
144
17,984
71
null
21
0.01
2.65
7.15
0
0.55
52
1
null
18
1
9.0
9
10
65
55
0
0
0
0
1
1
1
1
0
0
0
1
0
0
185
71
1
65
167
3
55
90
2
1
0
0
0
1
0
0
0
20
6
328,500
10
45
15
18
1.4
4.91
187
137
7.1
137
1.24
6.1
3.34
133
7,460
78.899
0.0315
15.28
0.7
3.14
24.46
1
0.54
45
1
32
30
3
3.0
8
6
76
64
0
0
0
0
1
0
1
1
1
0
0
1
0
0
574
65
1
54
157
2
80
140
3
0
1
0
1
0
0
0
0
20
8
73,000
0
43
10
20
1.5
5.72
104
30
5.9
126
0.75
4.1
3.54
140
2,740
76
0.06
17
0.09
1.96
9.32
0
0.45
29
0
21
30
1
2.0
9
8
53
38
0
0
0
0
0
1
1
1
1
0
0
1
0
0
725
51
0
84
168
2
54
111
1
0
0
0
0
0
0
0
0
10
20
36,500
0
44
33
21
1
4.65
71
19
4.8
142
1.5
4.7
2.77
138
577
76
null
22
0.01
0.53
5.66
0
0.62
41
0
null
20
2
2.0
9
10
67
61
0
0
0
0
0
1
1
1
1
0
0
1
0
0
479
69
1
85
170
2
70
140
3
1
0
1
0
0
0
0
0
40
15
511,000
80
46.3
28
20
1
5.74
95
66
11.3
143
0.91
4.8
2.97
134
349
90
0.06
17
0.01
1.36
8.02
0
0.55
46
0
25
24
0
1.0
10
11
64
59
0
1
0
0
1
1
0
1
1
0
0
1
0
0
447
80
1
63
163
2
60
110
1
1
1
0
0
0
0
0
0
0
0
0
0
44.4
15
17
null
4.29
103
16
7.2
114
1.09
4.4
1.91
139
1,544
73.4
null
19
null
0.38
8.82
0
0.53
42
0
30
40
0
1.0
16
12
61
46
0
1
0
0
0
1
0
1
0
0
0
1
0
0
604
72
1
85
171
2
75
120
7
0
1
0
0
0
0
0
0
10
10
36,500
40
43.7
94
95
18
6.1
97
23
6
151
1.01
4
3.9
141
823
85
0.05
13
0.18
2.38
6.91
0
0.56
40
0
28
60
0
1.0
14
14
50
36
1
0
0
0
1
1
0
0
0
1
0
0
0
0
55
54
1
80
160
3
70
110
2
1
1
1
0
1
0
1
0
30
6
273,750
0
47.19
22
15
1
3.72
124
249
6.3
151
1.01
4
1.99
141
3,258
75
0.05
19
0.01
3.58
12.03
0
0.53
60
0
31
25
1
2.0
11
12
71
59
1
0
0
0
1
1
0
1
1
1
0
1
1
3
729
73
0
56
145
2
80
110
4
0
0
0
0
0
0
0
0
0
0
0
0
49.5
16
26
1
6.9
110
41
4.3
126
0.79
4.5
5.16
134
1,058
89.7
null
null
0.01
1.35
9.9
0
0.5
60
0
19
64
1
9.0
8
9
42
30
1
0
0
0
1
1
0
1
1
1
0
0
0
0
827
70
0
70
165
2
80
140
8
0
0
0
1
0
0
0
0
10
0
109,500
0
34
43
34
1
4.01
53
39
6.6
146
1.32
4.3
2.22
144
2,773
75
null
15
0.01
2.23
4.99
0
0.6
42
0
19
60
1
1.0
13
14
52
33
0
0
0
0
1
0
0
1
1
0
0
1
0
3
71
72
0
54
138
2
80
160
2
0
0
0
0
1
0
2
0
0
0
0
7
41.3
10
17
null
7.06
73
12
4.6
130
1.84
4.2
4.65
147
697
71
0.04
17
null
2.38
4.33
0
0.63
35
0
21
68
2
1.0
11
18
55
29
0
0
0
1
1
0
0
1
0
0
0
0
0
0
597
58
1
75
168
2
70
120
3
0
1
0
0
0
0
0
0
0
0
0
0
43
24
30
0.0833
6.85
103
23
5.4
163
1.42
4.8
4.84
139
269
73
0.06
14
0.005
1.83
6.16
0
0.55
43
0
27
25
0
0.0
10
11
66
55
0
0
0
0
0
0
0
0
0
0
0
1
0
0
580
62
0
50
167
2
60
90
7
0
0
0
0
0
0
0
0
0
0
0
0
45.9
47
29
15
7.15
113
53
5.5
146
2.05
4.51
4.65
135
null
72.9
null
null
0.15
3.77
9.5
0
0.5
31
0
22
62
1
1.0
14
19
40
29
0
0
0
0
0
1
0
1
1
0
0
1
0
3
489
66
1
88
165
2
75
140
2
1
1
1
0
1
0
1
0
50
2
839,500
0
40.9
14
15
1
3.44
116
23
15.4
130
0.75
4.7
1.5
138
277
68
0.04
16
0.01
2.77
10.24
1
0.62
36
0
24
39
0
1.0
13
13
56
41
0
1
0
0
1
0
0
1
1
1
0
0
1
0
845
46
1
69
175
2
60
100
1
0
0
0
0
0
0
0
0
30
1
328,500
0
47.3
50
35
1
4.83
92
96
7.2
156
1.02
5.25
2.83
139
2,470
75.2
null
null
0.01
0.93
6.5
0
0.5
43
1
19
25
2
0.0
9
9
68
59
0
0
0
0
0
1
0
1
1
0
0
1
0
0
233
43
0
50
160
2
80
130
2
0
0
0
0
1
0
1
0
0
0
0
0
39
30
15
9
4.19
53
18
4.4
127
1.06
4.3
2.79
141
996
67
0.03
18
0.09
1.34
3.66
0
0.6
34
0
22
37
0
2.0
8
8
51
32
0
0
0
0
1
1
0
1
0
1
0
1
0
3
872
79
1
58
160
2
70
130
2
0
1
1
1
0
2
0
0
20
10
7,300
0
39
12
9
2.17
3.62
141
13
6.2
105
0.44
5.3
1.89
138
5,482
68
0.05
16
0.13
2.56
18.14
0
0.45
null
0
null
30
0
9.0
null
null
58
null
1
0
0
0
1
1
0
1
0
1
0
1
1
3
612
73
1
88
165
3
80
120
3
1
1
0
1
0
0
0
0
20
10
146,000
79
45.3
6
19
1
6.15
124
36
8.8
148
1.01
3.9
4.37
137
655
80
0.04
15
0.01
1.87
10.69
0
0.62
62
0
29
39
2
9.0
13
13
61
48
0
0
0
0
1
1
0
1
0
0
0
1
0
0
113
64
1
98
168
2
60
100
2
1
1
0
0
1
0
2
0
0
0
0
0
38
18
15
1
3.96
71
16
15.3
139
0.7
4.5
2.17
136
575
67
null
15
0.01
2.88
9.32
0
0.5
43
0
null
30
0
2.0
11
11
74
59
0
1
0
1
1
1
0
1
0
1
0
0
1
0
825
79
0
70
155
2
80
160
8
1
1
0
1
1
0
0
0
0
0
0
0
40.2
18
16
null
6.73
93
17
7.13
125
1.74
4.14
4.76
140
null
66.7
0.0549
16.02
null
4.15
7.4
0
0.5
48
1
24
50
3
2.0
11
10
59
46
1
1
0
0
1
1
0
1
0
1
0
0
1
3
922
58
1
97
171
2
80
140
2
1
1
0
0
1
0
0
0
15
20
54,750
0
41.5
22
18
null
4.5
72
18
7.8
154
1.27
4.8
2.69
143
null
67.7
null
19
null
1.53
5.66
0
0.5
47
0
29
29
0
1.0
10
7
66
56
0
0
0
0
1
1
0
0
0
1
0
0
0
0
421
57
0
64
147
2
53
89
1
0
1
0
1
0
0
0
0
0
0
0
0
39
20
17
1
6.36
80
23
6.1
114
1.34
4.7
4.55
136
1,742
68
null
17
0.01
1.93
8.99
0
0.58
43
0
null
20
2
3.0
8
7
61
46
0
0
0
0
0
1
0
1
1
1
0
1
0
0
80
71
1
74
160
2
80
100
2
0
1
0
0
1
0
0
2
0
0
0
10
44.2
17
23
1
4.55
171
15
5.9
144
1.91
4.7
2.25
143
1,277
80
0.04
21
0.01
0.852
15.59
0
0.63
42
0
29
27
1
2.0
11
12
70
60
0
0
1
0
1
1
0
1
1
1
0
1
0
1
693
52
1
77
175
2
75
135
2
1
0
0
0
0
0
1
0
20
10
109,500
0
43
48
26
1
4.94
97
12
15.5
148
0.88
4.2
2.43
133
610
70
null
17
0.01
2.51
6.99
0
0.53
33
0
null
30
2
1.0
8
7
60
null
0
1
0
0
1
1
0
0
1
1
0
1
0
0
42
63
1
87
165
2
80
115
2
1
1
1
0
1
0
0
0
30
10
394,200
33
41.9
19
16
1
4.53
102
29
6.8
168
1.01
3.9
2.87
139
636
81
0.07
18
0.01
1.57
4.9
1
0.56
46
1
32
26
1
2.0
10
10
74
65
0
1
0
0
1
1
0
0
1
1
0
1
0
2
835
57
1
68
165
2
80
130
3
0
0
0
1
0
0
0
0
40
1
511,000
56
45.2
32
31
null
7.01
86
188
7
158
1.63
4.8
4.6
139
710
76.7
null
14
null
6.21
5.83
0
0.57
40
0
17
46
1
2.0
10
12
61
44
0
0
0
0
1
0
1
1
0
0
0
1
1
0
549
74
1
74
165
2
80
110
1
0
1
0
1
0
2
0
2
20
30
182,500
0
41
24
22
1
5.2
115
23
6.1
179
1.27
4.4
3.08
138
493
75
null
14
0.01
1.81
8.82
0
0.6
37
1
null
23
0
1.0
13
13
57
50
0
0
0
0
1
1
0
1
0
1
0
1
0
0
772
45
1
74
171
2
60
100
5
0
0
0
0
0
0
0
0
10
4
54,750
6
43
21
19
0.0833
5.17
100
20
6.1
148
1.29
5
3.28
148
53
74
0.06
16
0.005
1.62
5.16
0
0.5
44
0
21
48
1
1.0
11
11
67
53
0
0
0
0
0
1
1
0
0
0
0
1
0
0
159
88
0
66
153
2
60
120
8
0
0
0
0
0
0
0
0
0
0
0
0
37.9
30
14
1
4.07
91
31
5.3
137
null
3.2
null
145
237
70.1
null
null
0.01
0.36
14.1
0
0.5
52
0
24
60
1
1.0
10
13
52
null
1
0
0
1
0
0
0
1
0
0
0
1
0
0
815
53
1
96
175
3
50
110
1
0
1
0
1
0
0
0
0
30
7
219,000
0
50
20
27
21.667
6.1
115
16
4.8
147
0.98
5
4.14
137
1,195
84
0.05
14
0.13
1.2
12.31
1
0.6
55
1
34
39
0
1.0
16
15
61
48
0
0
0
0
1
1
0
1
1
1
0
1
1
0
711
55
1
81
176
2
80
130
1
0
1
0
1
0
0
0
0
0
0
0
0
44.5
13
12
1
4.33
110
16
4.6
123
1.08
4.76
2.78
144
5,004
70.1
null
null
0.01
3.29
10.8
0
0.5
46
0
19
20
2
0.0
8
8
60
null
0
0
0
0
1
1
0
1
0
1
0
1
1
0
953
79
1
78
161
2
76
111
8
0
0
0
1
0
0
0
0
40
15
14,600
3
43
13
15
0.08
4.86
106
25
5.7
147
0.83
4.2
3.65
137
null
76
0.04
15
0.005
1.62
9.82
0
0.4
46
null
35
39
0
9.0
12
15
57
46
0
0
0
0
1
0
1
1
0
0
0
1
1
0
258
75
1
89
163
2
60
120
2
0
1
0
0
1
0
0
0
0
0
0
13
41
16
31
0.6
4.4
177
9
4.4
141
1.22
4.77
2.61
141
410
68.6
0.039
15.86
0.3
1.23
11.9
0
0.48
41
0
30
30
2
1.0
12
12
61
50
1
0
0
0
1
1
0
0
0
1
0
1
0
0
482
50
0
83
154
2
70
140
8
0
0
0
1
0
0
0
0
0
0
0
0
45.8
11
13
1
4.81
87
11
4.5
133
1.47
3.9
2.84
138
763
74
0.05
14
0.01
2.14
9.8
0
0.57
42
0
21
50
0
1.0
14
14
62
45
0
0
0
0
0
0
0
1
0
0
0
1
0
0
913
68
1
90
164
3
80
120
1
0
1
0
1
0
6
0
2
50
5
766,500
0
39
26
36
null
5.07
187
61
4.9
154
1.03
5.4
3.15
144
null
70
null
15
null
3.68
12.64
1
0.75
53
0
30
21
1
9.0
10
12
64
57
0
0
0
1
1
0
1
1
1
0
0
0
0
3
182
55
0
100
154
2
70
130
2
1
1
0
1
1
0
0
0
40
5
58,400
0
45
13
17
1.2
4.27
124
16
4.6
119
1.5
5.32
2.15
139
281
78
0.0321
17.73
0.6
0.94
14.4
0
0.54
26
0
26
40
0
1.0
12
10
51
33
1
1
0
0
1
1
0
1
1
1
0
1
1
0
928
71
0
70
160
2
70
120
2
1
1
0
1
1
0
1
0
0
0
0
0
39
39
23
1
4.45
62
13
4.3
113
1.47
3.7
2.46
140
305
66
null
14
0.01
0.306
10.31
0
0.5
38
0
19
48
0
0.0
10
11
48
35
0
1
0
0
1
1
0
0
0
0
0
0
0
0
709
74
1
72
157
2
80
175
8
0
0
0
1
0
0
0
0
0
0
0
0
38.9
24
26
1
5.07
78
12
4.4
155
1.45
3.83
3.2
140
373
64.1
null
null
0.01
0.68
8.8
0
0.5
45
0
21
41
0
1.0
13
15
55
46
0
0
1
0
1
0
0
0
1
0
0
1
0
0
33
71
1
61
151
3
60
110
2
0
1
0
0
1
0
0
0
20
0
401,500
0
39.7
9
17
5
4.84
102
9
4.2
124
1.32
4.4
2.97
141
32,552
79
0.04
16
0.05
4.9
10.24
0
0.58
52
0
19
26
2
2.0
10
11
76
63
0
0
0
0
1
0
1
1
0
1
0
1
0
3
558
45
1
81
175
2
85
130
3
0
0
0
0
0
0
0
0
15
0
136,875
9
41
11
7
null
4.89
71
32
6.3
136
null
4.3
null
139
null
66
null
null
null
null
5.16
0
0.6
50
null
null
35
2
9.0
null
null
68
56
0
0
1
0
1
1
0
0
0
0
0
1
0
1
345
50
1
86
172
2
80
135
8
0
0
0
1
0
0
0
0
30
0
10,950
0
42
23
13
0.08
5.15
97
22
6.2
136
1.09
4.7
3.59
141
10
69
0.05
22
0.005
0.56
7.15
0
0.4
49
0
35
35
1
1.0
10
10
50
40
0
0
1
0
1
0
1
1
0
0
0
1
0
0
65
47
1
95
175
3
85
110
2
1
1
1
0
0
0
0
0
10
0
113,150
39
33.4
15
28
6
4.58
167
121
10.6
125
0.78
5.3
3
138
4,797
85
0.04
12
0.06
4.36
15.15
1
0.56
53
1
33
35
3
3.0
13
13
68
57
0
1
0
1
1
0
0
1
1
1
0
0
0
3
49
65
1
90
171
2
80
130
2
1
1
0
1
1
0
1
0
50
15
456,250
10
44.5
10
12
1
3.39
102
11
9.5
136
0.98
4.4
2.07
145
758
70
0.04
12
0.01
3.48
10.47
1
0.57
50
0
28
40
2
2.0
14
15
73
61
0
1
0
0
1
1
0
0
0
1
0
1
0
0
125
48
1
74
182
2
70
130
1
0
1
1
1
0
0
0
0
20
1
204,400
7
44
41
22
61.667
4.84
106
24
5.2
139
0.75
5.1
3.15
142
677
74
0.06
11
0.37
2.4
6.82
1
0.65
37
0
23
29
0
1.0
13
12
71
68
0
0
0
0
1
1
1
1
1
0
0
1
0
0
632
66
1
71
167
2
90
160
2
0
1
0
1
1
0
2
0
40
0
292,000
50
44.5
25
26
null
6.52
95
37
5.3
168
1.42
4.4
4.03
140
209
71.3
null
12
null
1.1
5.99
0
0.5
47
0
23
35
0
0.0
11
15
56
44
0
0
0
0
1
0
0
1
0
0
0
1
0
0
391
67
1
72
176
2
60
110
2
0
0
1
0
0
0
0
0
12
0
153,300
0
36
9
16
0.0833
6.31
115
17
4.4
131
0.85
5.2
4.76
138
384
67
0.05
15
0.005
1.21
7.82
0
0.65
36
0
31
38
0
1.0
9
10
60
43
0
0
0
0
1
1
0
0
0
0
0
1
0
1
383
64
1
89
165
2
85
145
8
0
0
0
1
0
0
0
2
0
0
0
0
41
78
15
2
5.66
106
29
5.6
170
0.93
4.6
4.06
143
null
68
0.03
24
0.02
3.4
8.65
0
0.55
45
0
22
65
0
9.0
12
12
50
30
1
0
0
0
1
0
1
0
0
0
0
1
0
2
877
57
1
115
167
2
99
135
3
0
1
0
0
0
0
0
0
30
5
10,950
21
47
28
22
0.5
5.51
88
25
7
158
0.54
4.3
3.7
143
192
75
0.05
14
0.03
1.29
7.49
0
0.53
58
1
40
39
1
9.0
11
11
65
52
0
0
0
1
1
1
1
1
0
0
0
0
0
0
199
65
1
79
162
2
85
150
8
1
1
0
1
0
0
2
2
20
10
255,500
40
42
32
44
6.2
3.98
150
688
5.4
122
1.27
4.08
2.22
136
709
79
0.0492
16.35
3.1
0.79
10
0
0.53
44
0
38
70
1
2.0
15
14
51
32
0
1
0
0
1
0
0
1
0
1
0
1
0
3
455
79
1
83
168
3
60
110
2
1
1
0
0
1
0
2
0
0
0
0
10
45.8
9
26
null
3.36
95
100
8.3
137
1.22
4.9
1.84
133
3,407
76.8
null
16
null
1.24
4.82
1
0.53
48
1
32
15
1
9.0
9
12
70
64
0
1
0
0
1
1
0
1
1
1
0
1
0
3
506
64
1
85
160
2
90
160
2
1
1
0
1
1
0
1
0
40
12
321,200
0
38.4
35
23
1
4.14
112
27
8.5
150
0.85
4.8
1.99
137
339
78
0.05
20
0.01
1.25
9.13
0
0.55
37
0
22
60
0
1.0
15
16
44
30
1
1
0
1
1
1
0
0
0
1
0
0
1
2
263
80
0
87
150
3
70
160
8
0
0
0
1
0
0
0
0
0
0
0
0
40
13
14
0.8
4.58
115
16
4.8
119
1.29
3.52
2.48
142
4,058
67.699
0.0354
17.65
0.4
2.07
12.1
0
0.69
45
0
28
70
1
2.0
9
15
57
33
0
0
0
0
1
1
0
1
0
0
0
1
0
0
540
62
1
61
175
3
85
145
1
0
0
0
0
0
0
0
0
5
0
73,000
40
33
22
31
1
5.25
80
51
6.8
131
0.36
3.8
2.64
128
null
68
null
12
0.01
3.4
7.82
0
0.65
49
1
25
37
2
3.0
11
11
70
56
0
0
0
0
1
0
1
1
1
0
0
1
0
3
25
70
1
110
178
2
70
120
1
0
0
0
0
0
0
0
0
2
15
24,820
27
41.5
12
16
1
4.71
101
31
4.9
136
1.55
3.9
2.74
139
718
70
0.04
16
0.01
2.66
11.36
1
0.63
62
0
27
23
2
9.0
12
12
79
70
0
0
0
0
1
1
0
0
1
0
0
1
0
1
694
63
0
85
162
2
90
160
2
0
1
0
1
1
0
0
0
0
0
0
0
41.3
19
23
null
3.93
78
29
5.8
124
1.53
4.7
1.45
141
347
68.4
null
14
null
1.32
5.32
0
0.77
41
0
13
68
1
1.0
12
22
45
27
0
0
0
0
1
1
0
0
0
1
0
0
0
0