心力衰竭

http://archive.ics.uci.edu/ml/datasets/Heart+failure+clinical+records 
Davide Chicco, Giuseppe Jurman: "Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone". BMC Medical Informatics and Decision Making 20, 16 (2020)
年龄贫血肌酐磷酸激酶(CPK_mcg/L)糖尿病喷血分数高血压血小板(kiloplatelets/mL)血清肌酸酐(mg/dL)血清钠(mEq/L)性别抽烟观察期死亡
75
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582
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20
1
265000
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130
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0
4
1
55
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263358.03
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136
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0
6
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162000
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1
7
1
50
1
111
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20
0
210000
1.9
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0
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454000
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263358.03
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75
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81
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38
1
368000
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131
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1
10
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62
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231
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253000
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981
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276000
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582
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276000
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1
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1
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1
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138
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0
24
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122
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1
284000
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136
1
1
26
1
58
1
60
0
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0
153000
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134
1
0
26
1
82
0
70
1
30
0
200000
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132
1
1
26
1
94
0
582
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1
263358.03
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134
1
0
27
1
85
0
23
0
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360000
3
132
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0
28
1
50
1
249
1
35
1
319000
1
128
0
0
28
1
50
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1
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302000
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138
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1
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188000
1
140
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0
29
1
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228000
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1
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1
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226000
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1
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1
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50
1
321000
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0
30
1
60
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2656
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305000
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38
0
329000
3
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582
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263358.03
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1
1
31
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153000
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1
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1
70
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185000
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38
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1
271000
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451000
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1
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1
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1
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0
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223000
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1
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1
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390000
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216000
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1
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109
0
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0
254000
1.1
139
1
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60
0
45
0
582
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385000
1
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1
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0
582
0
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263358.03
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1
1
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1
42
1
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1
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213000
1.3
136
0
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65
1
72
1
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274000
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1
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1
70
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244000
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0
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1
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1
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0
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263358.03
1.18
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0
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1
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135
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1
58
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1
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1
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1
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1.3
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328000
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1
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203000
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140
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0
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263358.03
1.83
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0
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1
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1
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127000
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131
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107
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0
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263358.03
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1
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0.7
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1.6
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年龄贫血肌酐磷酸激酶(CPK_mcg/L)糖尿病喷血分数高血压血小板(kiloplatelets/mL)血清肌酸酐(mg/dL)血清钠(mEq/L)性别抽烟观察期死亡