<?xml version="1.0" encoding="iso-8859-15" ?> <DataMining><MiningTask trainData="trainData"><MiningData name="trainData" tableName="EXPLOIT_TRAIN"><Column alias="RECORDID" name="RECORDID" sqlType="INTEGER"/><Column alias="SGL_VAL" name="SGL_VAL" sqlType="CHAR"/><Column alias="BI_VAL" name="BI_VAL" sqlType="CHAR"/><Column alias="TRI_VAL" name="TRI_VAL" sqlType="CHAR"/><Column alias="TRAIL_BLANKS" name="TRAIL_BLANKS" sqlType="CHAR"/><Column alias="LEAD_BLANKS" name="LEAD_BLANKS" sqlType="CHAR"/><Column alias="EMPTY_STR" name="EMPTY_STR" sqlType="CHAR"/><Column alias="CAP_STR" name="CAP_STR" sqlType="CHAR"/><Column alias="INT100" name="INT100" sqlType="SMALLINT"/><Column alias="INT_0_1" name="INT_0_1" sqlType="SMALLINT"/><Column alias="CONST1" name="CONST1" sqlType="SMALLINT"/><Column alias="NORM_0_1" name="NORM_0_1" sqlType="DECIMAL"/><Column alias="NORM100" name="NORM100" sqlType="DECIMAL"/><Column alias="TARGET_BI" name="TARGET_BI" sqlType="CHAR"/><Column alias="TARGET_TRI" name="TARGET_TRI" sqlType="CHAR"/><Column alias="TARGET_INT100" name="TARGET_INT100" sqlType="SMALLINT"/><Column alias="TARGET_0_1" name="TARGET_0_1" sqlType="SMALLINT"/><Column alias="TARGET_CONT" name="TARGET_CONT" sqlType="DECIMAL"/></MiningData><MiningSettings powerOptions="-buf 1024"><LogicalDataSpec><MiningField name="SGL_VAL" type="categorical"/><MiningField name="BI_VAL" type="categorical"/><MiningField name="TRI_VAL" type="categorical"/><MiningField name="TRAIL_BLANKS" type="categorical"/><MiningField name="LEAD_BLANKS" type="categorical"/><MiningField name="EMPTY_STR" type="categorical"/><MiningField name="CAP_STR" type="categorical"/><MiningField name="INT100" type="numerical"/><MiningField name="INT_0_1" type="numerical"/><MiningField name="CONST1" type="numerical"/><MiningField name="NORM_0_1" type="numerical"/><MiningField name="NORM100" type="numerical"/><MiningField name="TARGET_BI" type="categorical"/><MiningField name="TARGET_TRI" type="categorical"/><MiningField name="TARGET_INT100" type="numerical"/><MiningField name="TARGET_0_1" type="numerical"/><MiningField name="TARGET_CONT" type="numerical"/></LogicalDataSpec><ClasSettings/><FieldUsageEntry field="TARGET_BI" usageType="target"/><FieldUsageEntry field="SGL_VAL" usageType="active"/><FieldUsageEntry field="BI_VAL" usageType="active"/><FieldUsageEntry field="TRI_VAL" usageType="active"/><FieldUsageEntry field="TRAIL_BLANKS" usageType="active"/><FieldUsageEntry field="LEAD_BLANKS" usageType="active"/><FieldUsageEntry field="EMPTY_STR" usageType="active"/><FieldUsageEntry field="CAP_STR" usageType="active"/><FieldUsageEntry field="INT100" usageType="active"/><FieldUsageEntry field="INT_0_1" usageType="active"/><FieldUsageEntry field="CONST1" usageType="active"/><FieldUsageEntry field="NORM_0_1" usageType="active"/><FieldUsageEntry field="NORM100" usageType="active"/><FieldUsageEntry field="TARGET_TRI" usageType="active"/><FieldUsageEntry field="TARGET_INT100" usageType="active"/><FieldUsageEntry field="TARGET_0_1" usageType="active"/><FieldUsageEntry field="TARGET_CONT" usageType="active"/></MiningSettings></MiningTask></DataMining>
283 19
145 53
53 390 428 468 492 500
39 221 23 13 5 1
0.735849056603774 0.655786350148368 0.605263157894737 0.325 0.208333333333333 0.125
8 32 72 110 447 500
7 19 27 15 116 14
0.875 0.791666666666667 0.675 0.394736842105263 0.344213649851632 0.264150943396226
283 19
145 53
"BI_VAL" "CAP_STR" "CONST1" "EMPTY_STR" "INT100" "INT_0_1" "LEAD_BLANKS" "NORM100" "NORM_0_1" "SGL_VAL" "TARGET_0_1" "TARGET_BI" "TARGET_CONT" "TARGET_INT100" "TARGET_TRI" "TRAIL_BLANKS" "TRI_VAL"
25 31 27 36 24 26 27 29 44 33
165 0 0 0 0 0 0 0 0 137
0 0 0 0 0 0 0 0 0 302
28 31 31 32 33 26 28 36 35 22
28 28 28 33 20 35 28 35 36 31
27 37 26 33 29 23 42 31 25 29
160 0 0 0 0 0 0 0 0 142
30 24 25 35 31 40 30 32 22 33
302
129 173
144 98 60
302
66 134 102
127 83 49 43
206 96
90 110 102
302 0
16 12 22 25 24 18 21 12 28 20
98 0 0 0 0 0 0 0 0 100
0 0 0 0 0 0 0 0 0 198
27 19 17 25 15 18 24 21 15 17
26 19 24 18 19 16 15 11 21 29
25 18 17 16 25 18 19 21 21 18
100 0 0 0 0 0 0 0 0 98
27 20 23 22 23 25 12 14 13 19
198
106 92
86 66 46
198
44 93 61
69 53 42 34
119 79
66 75 57
0 198
41 43 49 61 48 44 48 41 72 53
263 0 0 0 0 0 0 0 0 237
0 0 0 0 0 0 0 0 0 500
55 50 48 57 48 44 52 57 50 39
54 47 52 51 39 51 43 46 57 60
52 55 43 49 54 41 61 52 46 47
260 0 0 0 0 0 0 0 0 240
57 44 48 57 54 65 42 46 35 52
500
235 265
230 164 106
500
110 227 163
196 136 91 77
325 175
156 185 159
302 198
41 43 49 61 48 44 48 41 72 53
263 0 0 0 0 0 0 0 0 237
0 0 0 0 0 0 0 0 0 500
55 50 48 57 48 44 52 57 50 39
54 47 52 51 39 51 43 46 57 60
52 55 43 49 54 41 61 52 46 47
260 0 0 0 0 0 0 0 0 240
57 44 48 57 54 65 42 46 35 52
500
235 265
230 164 106
500
110 227 163
196 136 91 77
325 175
156 185 159
302 198
0 0 0 2 2 0 1 0 1 2
6 0 0 0 0 0 0 0 0 2
0 0 0 0 0 0 0 0 0 8
0 1 0 1 2 3 0 1 0 0
8 0 0 0 0 0 0 0 0 0
1 0 0 2 1 0 2 0 0 2
3 0 0 0 0 0 0 0 0 5
0 0 0 3 1 2 0 1 1 0
8
5 3
2 4 2
8
3 3 2
2 3 2 1
4 4
2 5 1
1 7
41 43 49 59 46 44 47 41 71 51
257 0 0 0 0 0 0 0 0 235
0 0 0 0 0 0 0 0 0 492
55 49 48 56 46 41 52 56 50 39
46 47 52 51 39 51 43 46 57 60
51 55 43 47 53 41 59 52 46 45
257 0 0 0 0 0 0 0 0 235
57 44 48 54 53 63 42 45 34 52
492
230 262
228 160 104
492
107 224 161
194 133 89 76
321 171
154 180 158
301 191
10 14 16 21 14 13 16 10 26 15
83 0 0 0 0 0 0 0 0 72
0 0 0 0 0 0 0 0 0 155
21 16 18 19 12 8 17 14 16 14
8 17 22 15 9 20 14 12 14 24
16 17 17 18 19 12 14 11 14 17
88 0 0 0 0 0 0 0 0 67
57 44 48 6 0 0 0 0 0 0
155
81 74
78 44 33
155
29 73 53
63 39 25 28
108 47
42 62 51
80 75
5 12 12 19 11 12 15 9 24 12
70 0 0 0 0 0 0 0 0 61
0 0 0 0 0 0 0 0 0 131
18 15 13 15 11 7 14 12 14 12
8 15 16 12 7 18 11 11 11 22
13 14 15 17 14 11 12 10 10 15
69 0 0 0 0 0 0 0 0 62
57 44 30 0 0 0 0 0 0 0
131
69 62
66 36 29
131
26 64 41
53 32 22 24
91 40
33 51 47
75 56
1 4 1 7 4 6 13 5 8 4
27 0 0 0 0 0 0 0 0 26
0 0 0 0 0 0 0 0 0 53
8 6 5 6 5 1 7 4 7 4
1 2 6 6 4 10 6 6 5 7
6 3 9 7 3 6 5 6 3 5
28 0 0 0 0 0 0 0 0 25
22 16 15 0 0 0 0 0 0 0
53
28 25
53 0 0
53
7 27 19
53 0 0 0
36 17
11 24 18
39 14
"A"
4 8 11 12 7 6 2 4 16 8
43 0 0 0 0 0 0 0 0 35
0 0 0 0 0 0 0 0 0 78
10 9 8 9 6 6 7 8 7 8
7 13 10 6 3 8 5 5 6 15
7 11 6 10 11 5 7 4 7 10
41 0 0 0 0 0 0 0 0 37
35 28 15 0 0 0 0 0 0 0
78
41 37
13 36 29
78
19 37 22
0 32 22 24
55 23
22 27 29
36 42
4 8 11 12 5 0 0 0 0 0
19 0 0 0 0 0 0 0 0 21
0 0 0 0 0 0 0 0 0 40
5 3 7 3 4 2 5 4 2 5
3 9 5 2 3 5 3 0 1 9
3 6 3 4 5 3 5 2 5 4
19 0 0 0 0 0 0 0 0 21
20 13 7 0 0 0 0 0 0 0
40
23 17
6 18 16
40
9 19 12
0 15 11 14
29 11
12 16 12
13 27
0 0 0 0 2 6 2 4 16 8
24 0 0 0 0 0 0 0 0 14
0 0 0 0 0 0 0 0 0 38
5 6 1 6 2 4 2 4 5 3
4 4 5 4 0 3 2 5 5 6
4 5 3 6 6 2 2 2 2 6
22 0 0 0 0 0 0 0 0 16
15 15 8 0 0 0 0 0 0 0
38
18 20
7 18 13
38
10 18 10
0 17 11 10
26 12
10 11 17
23 15
5 2 4 2 3 1 1 1 2 3
13 0 0 0 0 0 0 0 0 11
0 0 0 0 0 0 0 0 0 24
3 1 5 4 1 1 3 2 2 2
0 2 6 3 2 2 3 1 3 2
3 3 2 1 5 1 2 1 4 2
19 0 0 0 0 0 0 0 0 5
0 0 18 6 0 0 0 0 0 0
24
12 12
12 8 4
24
3 9 12
10 7 3 4
17 7
9 11 4
5 19
"A"
31 29 33 38 32 31 31 31 45 36
174 0 0 0 0 0 0 0 0 163
0 0 0 0 0 0 0 0 0 337
34 33 30 37 34 33 35 42 34 25
38 30 30 36 30 31 29 34 43 36
35 38 26 29 34 29 45 41 32 28
169 0 0 0 0 0 0 0 0 168
0 0 0 48 53 63 42 45 34 52
337
149 188
150 116 71
337
78 151 108
131 94 64 48
213 124
112 118 107
221 116
"a"
"B"
"C"
"" "B"
"A"
"B"
"c"