<?xml version="1.0" encoding="UTF-8" ?>
<DataMining><MiningTask trainData="trainData"><MiningData name="trainData" tableName="RASPL.INPUT_034"><Column alias="AGE" name="AGE" sqlType="SMALLINT"/><Column alias="SEX" name="SEX" sqlType="CHAR"/><Column alias="CP" name="CP" sqlType="CHAR"/><Column alias="TRESTBPS" name="TRESTBPS" sqlType="SMALLINT"/><Column alias="CHOL" name="CHOL" sqlType="SMALLINT"/><Column alias="FBS" name="FBS" sqlType="CHAR"/><Column alias="RESTECG" name="RESTECG" sqlType="CHAR"/><Column alias="THALACH" name="THALACH" sqlType="SMALLINT"/><Column alias="EXANG" name="EXANG" sqlType="CHAR"/><Column alias="OLDPEAK" name="OLDPEAK" sqlType="DECIMAL"/><Column alias="SLOPE" name="SLOPE" sqlType="CHAR"/><Column alias="CA" name="CA" sqlType="SMALLINT"/><Column alias="THAL" name="THAL" sqlType="CHAR"/><Column alias="NUM" name="NUM" sqlType="CHAR"/></MiningData><MiningSettings><LogicalDataSpec><MiningField name="AGE" type="numerical"/><MiningField name="SEX" type="categorical"/><MiningField name="CP" type="categorical"/><MiningField name="TRESTBPS" type="numerical"/><MiningField name="CHOL" type="numerical"/><MiningField name="FBS" type="categorical"/><MiningField name="RESTECG" type="categorical"/><MiningField name="THALACH" type="numerical"/><MiningField name="EXANG" type="categorical"/><MiningField name="OLDPEAK" type="numerical"/><MiningField name="SLOPE" type="categorical"/><MiningField name="CA" type="numerical"/><MiningField name="THAL" type="categorical"/><MiningField name="NUM" type="categorical"/></LogicalDataSpec><ClasSettings/><FieldUsageEntry field="NUM" usageType="target"/></MiningSettings><TaskControl errorTable="IDMMX.ERRORTABLE" progressTable="IDMMX.PROGRESSTABLE"/></MiningTask></DataMining>
148 17
27 111
117 146 175 192 212 303
105 22 21 4 3 10
0.897435897435897 0.758620689655172 0.724137931034483 0.235294117647059 0.15 0.10989010989011
91 111 128 157 186 303
81 17 13 8 7 12
0.89010989010989 0.85 0.764705882352941 0.275862068965517 0.241379310344828 0.102564102564103
148 17
27 111
"AGE" "CA" "CHOL" "CP" "EXANG" "FBS" "NUM" "OLDPEAK" "RESTECG" "SEX" "SLOPE" "THAL" "THALACH" "TRESTBPS"
1
0.369270478295574 1
0.213677956559562 0.129493572662468 1
0.675048838333902 0.366623070156023 -99 1
0.529086320410854 0.284815094374009 -99 0.603077407380938 1
0.477473077026072 0.217729716610497 -99 0.159130662488889 0.0362840510725449 1
0.532836079206031 0.627801433828451 -99 0.65168318829412 0.566035186287667 0.0396471051036016 1
0.178395512490971 0.30476444279461 0.0354792716973734 0.408252434949216 0.427306169459838 0.14763440987677 0.576420084629118 1
0.719091396775171 0.219062713799101 -99 0.215576775290118 0.139474130149884 0.122668134472294 0.253062423688532 0.349978382040234 1
0.496410195517586 0.224714471006055 -99 0.209853921317861 0.198362339414548 0.0636200932988295 0.382496602192947 0.250635975874034 0.155275375681183 1
0.549379583280185 0.234203895376279 -99 0.354738421762937 0.391379048613367 0.148395750471208 0.520649007836932 0.684222241883431 0.228695669788608 0.065346864817715 1
0.572854116040682 0.310636540029617 -99 0.402433455133155 0.442955490398451 0.189535463087446 0.662846925696928 0.444478349446732 0.131363078390261 0.506700146139232 0.395539177737779 1
-0.398521938121068 -0.266580605395114 -0.00993983864269823 0.818626225958701 0.74505380585742 0.674137901763294 0.730182824418887 -0.327627371227057 0.806450688497163 0.746097531863018 0.797648186104806 0.819223302720881 1
0.279350906561288 0.100551635854694 0.123174206532391 0.651452511835382 0.563191054009361 0.585973061024233 0.521589913996732 0.190276062206888 0.704791297654238 0.480392267648694 0.596458299880658 0.70133194220598 -0.0466977281479543 1
1 8 25 25 25 31 20 20 8 2
8 24 37 42 31 14 5 3 1 0
6 46 61 29 18 2 2 0 0 1
0 1 1 10 8 23 48 47 23 4
120 36 0 6 0 2 1 0 0 0
134 0 0 21 0 0 7 0 0 3
93 72
16 39 69 41
23 142
68 96 1
142 23
9 49 107
6 130 28 1
165 0
0 3 8 13 12 29 43 23 6 1
2 18 30 32 26 13 8 5 2 2
6 27 45 40 17 1 2 0 0 0
1 5 10 16 27 30 29 16 3 1
46 42 0 28 0 15 5 0 1 1
46 0 0 44 0 0 31 0 0 17
114 24
7 104 18 9
22 116
79 56 3
62 76
12 91 35
12 36 89 1
0 138
1 11 33 38 37 60 63 43 14 3
10 42 67 74 57 27 13 8 3 2
12 73 106 69 35 3 4 0 0 1
1 6 11 26 35 53 77 63 26 5
166 78 0 34 0 17 6 0 1 1
180 0 0 65 0 0 38 0 0 20
207 96
23 143 87 50
45 258
147 152 4
204 99
21 140 142
18 166 117 2
165 138
1 11 33 38 37 60 63 43 14 3
10 42 67 74 57 27 13 8 3 2
12 73 106 69 35 3 4 0 0 1
1 6 11 26 35 53 77 63 26 5
166 78 0 34 0 17 6 0 1 1
180 0 0 65 0 0 38 0 0 20
207 96
23 143 87 50
45 258
147 152 4
204 99
21 140 142
18 166 117 2
165 138
1 8 21 28 22 26 27 22 8 3
7 26 37 41 32 14 6 1 2 0
7 41 58 34 22 2 2 0 0 0
1 2 4 11 11 19 47 47 22 2
114 37 0 7 0 8 0 0 0 0
117 0 0 29 0 0 14 0 0 6
87 79
13 52 62 39
20 146
78 86 2
135 31
8 56 102
0 166 0 0
130 36
"normal"
1 8 18 23 17 16 20 10 3 1
5 16 27 30 23 11 2 1 2 0
5 32 45 19 13 2 1 0 0 0
1 1 0 7 4 14 31 38 19 2
82 27 0 3 0 5 0 0 0 0
117 0 0 0 0 0 0 0 0 0
60 57
6 32 49 30
10 107
47 68 2
100 17
5 39 73
0 117 0 0
105 12
"asympt"
0 0 3 5 5 10 7 12 5 2
2 10 10 11 9 3 4 0 0 0
2 9 13 15 9 0 1 0 0 0
0 1 4 4 7 5 16 9 3 0
32 10 0 4 0 3 0 0 0 0
0 0 0 29 0 0 14 0 0 6
27 22
7 20 13 9
10 39
31 18 0
35 14
3 17 29
0 49 0 0
25 24
0 0 0 3 1 4 3 7 1 1
1 8 4 3 3 0 1 0 0 0
1 3 4 8 4 0 0 0 0 0
0 1 4 3 3 2 5 1 1 0
9 5 0 3 0 3 0 0 0 0
0 0 0 10 0 0 6 0 0 4
14 6
0 20 0 0
2 18
15 5 0
9 11
2 11 7
0 20 0 0
3 17
"asympt"
"female"
0 0 3 2 4 6 4 5 4 1
1 2 6 8 6 3 3 0 0 0
1 6 9 7 5 0 1 0 0 0
0 0 0 1 4 3 11 8 2 0
23 5 0 1 0 0 0 0 0 0
0 0 0 19 0 0 8 0 0 2
13 16
7 0 13 9
8 21
16 13 0
26 3
1 6 22
0 29 0 0
22 7
"atyp_angina" "typ_angina"
"f"
0 3 12 10 15 34 36 21 6 0
3 16 30 33 25 13 7 7 1 2
5 32 48 35 13 1 2 0 0 1
0 4 7 15 24 34 30 16 4 3
52 41 0 27 0 9 6 0 1 1
63 0 0 36 0 0 24 0 0 14
120 17
10 91 25 11
25 112
69 66 2
69 68
13 84 40
18 0 117 2
35 102
0 2 9 6 9 23 26 14 2 0
1 10 18 24 20 9 5 3 0 1
4 24 28 22 10 1 2 0 0 0
0 3 6 12 19 26 16 8 1 0
28 28 0 21 0 7 5 0 1 1
34 0 0 24 0 0 23 0 0 10
78 13
0 91 0 0
16 75
48 41 2
32 59
9 57 25
12 0 78 1
10 81
"asympt"
"\"\"" "reversable_defect"
0 1 3 4 6 11 10 7 4 0
2 6 12 9 5 4 2 4 1 1
1 8 20 13 3 0 0 0 0 1
0 1 1 3 5 8 14 8 3 3
24 13 0 6 0 2 1 0 0 0
29 0 0 12 0 0 1 0 0 4
42 4
10 0 25 11
9 37
21 25 0
37 9
4 27 15
6 0 39 1
25 21
0 1 3 4 3 7 4 6 1 0
1 5 9 3 3 3 0 4 1 0
0 7 10 8 3 0 0 0 0 1
0 0 0 1 4 4 11 4 3 2
17 9 0 1 0 1 1 0 0 0
29 0 0 0 0 0 0 0 0 0
26 3
10 0 11 8
6 23
14 15 0
24 5
4 15 10
3 0 25 1
21 8
"yes"
0 0 0 0 3 4 6 1 3 0
1 1 3 6 2 1 2 0 0 1
1 1 10 5 0 0 0 0 0 0
0 1 1 2 1 4 3 4 0 1
7 4 0 5 0 1 0 0 0 0
0 0 0 12 0 0 1 0 0 4
16 1
0 0 14 3
3 14
7 10 0
13 4
0 12 5
3 0 14 0
4 13
"up"
"left_vent_hyper"