Hugging Face's logo

Datasets:
mstz
/
australian_credit

Tasks:
Tabular Classification
Modalities:
Tabular
Text
Languages:
English
Size:
< 1K
Tags:
australian_credit
tabular_classification
binary_classification
UCI
Libraries:
Datasets
License:
Dataset card Viewer Files Community
mstz commited on
Commit
691e760
•
1 Parent(s): 5a8dbf9

Upload 3 files

Browse files
Files changed (3) hide show
  1. README.md +28 -1
  2. australian.dat +690 -0
  3. australian_credit.py +91 -0
README.md CHANGED
@@ -1,3 +1,30 @@
1
  ---
2
- license: cc-by-4.0
 
 
 
 
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ language:
3
+ - en
4
+ tags:
5
+ - australian_credit
6
+ - tabular_classification
7
+ - binary_classification
8
+ pretty_name: Australian Credit
9
+ size_categories:
10
+ - 1K<n<10K
11
+ task_categories: # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
12
+ - tabular-classification
13
+ configs:
14
+ - australian_credit
15
  ---
16
+ # Ozone
17
+ The [Ozone dataset](https://archive.ics.uci.edu/ml/datasets/Ozone) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
18
+
19
+ # Configurations and tasks
20
+ | **Configuration** | **Task** | **Description** |
21
+ |-------------------|---------------------------|-------------------------|
22
+ | australian_credit | Binary classification | Is the loan granted?|
23
+
24
+
25
+ # Usage
26
+ ```python
27
+ from datasets import load_dataset
28
+
29
+ dataset = load_dataset("mstz/australian_credit", "australian_credit")["train"]
30
+ ```
australian.dat ADDED
@@ -0,0 +1,690 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 1 22.08 11.46 2 4 4 1.585 0 0 0 1 2 100 1213 0
2
+ 0 22.67 7 2 8 4 0.165 0 0 0 0 2 160 1 0
3
+ 0 29.58 1.75 1 4 4 1.25 0 0 0 1 2 280 1 0
4
+ 0 21.67 11.5 1 5 3 0 1 1 11 1 2 0 1 1
5
+ 1 20.17 8.17 2 6 4 1.96 1 1 14 0 2 60 159 1
6
+ 0 15.83 0.585 2 8 8 1.5 1 1 2 0 2 100 1 1
7
+ 1 17.42 6.5 2 3 4 0.125 0 0 0 0 2 60 101 0
8
+ 0 58.67 4.46 2 11 8 3.04 1 1 6 0 2 43 561 1
9
+ 1 27.83 1 1 2 8 3 0 0 0 0 2 176 538 0
10
+ 0 55.75 7.08 2 4 8 6.75 1 1 3 1 2 100 51 0
11
+ 1 33.5 1.75 2 14 8 4.5 1 1 4 1 2 253 858 1
12
+ 1 41.42 5 2 11 8 5 1 1 6 1 2 470 1 1
13
+ 1 20.67 1.25 1 8 8 1.375 1 1 3 1 2 140 211 0
14
+ 1 34.92 5 2 14 8 7.5 1 1 6 1 2 0 1001 1
15
+ 1 58.58 2.71 2 8 4 2.415 0 0 0 1 2 320 1 0
16
+ 1 48.08 6.04 2 4 4 0.04 0 0 0 0 2 0 2691 1
17
+ 1 29.58 4.5 2 9 4 7.5 1 1 2 1 2 330 1 1
18
+ 0 18.92 9 2 6 4 0.75 1 1 2 0 2 88 592 1
19
+ 1 20 1.25 1 4 4 0.125 0 0 0 0 2 140 5 0
20
+ 0 22.42 5.665 2 11 4 2.585 1 1 7 0 2 129 3258 1
21
+ 0 28.17 0.585 2 6 4 0.04 0 0 0 0 2 260 1005 0
22
+ 0 19.17 0.585 1 6 4 0.585 1 0 0 1 2 160 1 0
23
+ 1 41.17 1.335 2 2 4 0.165 0 0 0 0 2 168 1 0
24
+ 1 41.58 1.75 2 4 4 0.21 1 0 0 0 2 160 1 0
25
+ 1 19.5 9.585 2 6 4 0.79 0 0 0 0 2 80 351 0
26
+ 1 32.75 1.5 2 13 8 5.5 1 1 3 1 2 0 1 1
27
+ 1 22.5 0.125 1 4 4 0.125 0 0 0 0 2 200 71 0
28
+ 1 33.17 3.04 1 8 8 2.04 1 1 1 1 2 180 18028 1
29
+ 0 30.67 12 2 8 4 2 1 1 1 0 2 220 20 1
30
+ 1 23.08 2.5 2 8 4 1.085 1 1 11 1 2 60 2185 1
31
+ 1 27 0.75 2 8 8 4.25 1 1 3 1 2 312 151 1
32
+ 0 20.42 10.5 1 14 8 0 0 0 0 1 2 154 33 0
33
+ 1 52.33 1.375 1 8 8 9.460 1 0 0 1 2 200 101 0
34
+ 1 23.08 11.5 2 9 8 2.125 1 1 11 1 2 290 285 1
35
+ 1 42.83 1.25 2 7 4 13.875 0 1 1 1 2 352 113 0
36
+ 1 74.83 19 1 1 1 0.04 0 1 2 0 2 0 352 0
37
+ 1 25 12.5 2 6 4 3 1 0 0 1 1 20 1 1
38
+ 1 39.58 13.915 2 9 4 8.625 1 1 6 1 2 70 1 1
39
+ 0 47.75 8 2 8 4 7.875 1 1 6 1 2 0 1261 1
40
+ 0 47.42 3 2 14 4 13.875 1 1 2 1 2 519 1705 1
41
+ 1 23.17 0 2 13 4 0.08500 1 0 0 0 2 0 1 1
42
+ 1 22.58 1.5 1 6 4 0.54 0 0 0 1 2 120 68 0
43
+ 1 26.75 1.125 2 14 8 1.25 1 0 0 0 2 0 5299 1
44
+ 1 63.33 0.54 2 8 4 0.585 1 1 3 1 2 180 1 0
45
+ 1 23.75 0.415 1 8 4 0.04 0 1 2 0 2 128 7 0
46
+ 0 20.75 10.25 2 11 4 0.71 1 1 2 1 2 49 1 1
47
+ 0 24.5 1.75 1 8 4 0.165 0 0 0 0 2 132 1 0
48
+ 1 16.17 0.04 2 8 4 0.04 0 0 0 0 2 0 1 1
49
+ 0 29.5 2 1 10 8 2 0 0 0 0 2 256 18 0
50
+ 0 52.83 15 2 8 4 5.5 1 1 14 0 2 0 2201 1
51
+ 1 32.33 3.5 2 4 4 0.5 0 0 0 1 2 232 1 0
52
+ 1 21.08 4.125 1 3 8 0.04 0 0 0 0 2 140 101 0
53
+ 1 28.17 0.125 1 4 4 0.08500 0 0 0 0 2 216 2101 0
54
+ 1 19 1.75 1 8 4 2.335 0 0 0 1 2 112 7 0
55
+ 1 27.58 3.25 1 11 8 5.085 0 1 2 1 2 369 2 0
56
+ 1 27.83 1.5 2 9 4 2 1 1 11 1 2 434 36 1
57
+ 1 40 6.5 2 6 5 3.5 1 1 1 0 2 0 501 1
58
+ 0 37.33 2.5 2 3 8 0.21 0 0 0 0 2 260 247 0
59
+ 1 42.5 4.915 1 9 4 3.165 1 0 0 1 2 52 1443 1
60
+ 1 56.75 12.25 2 7 4 1.25 1 1 4 1 2 200 1 1
61
+ 1 43.17 5 2 3 5 2.25 0 0 0 1 2 141 1 0
62
+ 0 23.75 0.71 2 9 4 0.25 0 1 1 1 2 240 5 0
63
+ 1 18.5 2 2 3 4 1.5 1 1 2 0 2 120 301 1
64
+ 0 40.83 3.5 2 3 5 0.5 0 0 0 0 1 1160 1 0
65
+ 0 24.5 0.5 2 11 8 1.5 1 0 0 0 2 280 825 1
66
+ 1 42 9.79 2 14 8 7.96 1 1 8 0 2 0 1 1
67
+ 0 19.5 0.165 2 11 4 0.04 0 0 0 1 2 380 1 0
68
+ 1 21.5 11.5 2 3 4 0.5 1 0 0 1 2 100 69 0
69
+ 1 31.25 2.835 2 1 1 0 0 1 5 0 2 176 147 0
70
+ 1 27.25 1.585 2 13 8 1.835 1 1 12 1 2 583 714 1
71
+ 1 48.75 26.335 1 1 1 0 1 0 0 1 2 0 1 0
72
+ 0 30.42 1.375 2 9 8 0.04 0 1 3 0 2 0 34 0
73
+ 1 29.42 1.25 2 9 4 1.75 0 0 0 0 2 200 1 0
74
+ 1 28.25 5.04 1 8 5 1.5 1 1 8 1 2 144 8 1
75
+ 1 40.25 21.5 2 10 9 20 1 1 11 0 2 0 1201 1
76
+ 1 36.5 4.25 2 11 4 3.5 0 0 0 0 2 454 51 0
77
+ 1 25.58 0.335 2 4 8 3.5 0 0 0 1 2 340 1 0
78
+ 1 29.83 3.5 2 8 4 0.165 0 0 0 0 2 216 1 0
79
+ 1 23.08 0 2 4 4 1 0 1 11 0 1 0 1 0
80
+ 0 32.17 1.46 2 9 4 1.085 1 1 16 0 2 120 2080 1
81
+ 1 25.17 3.5 2 13 4 0.625 1 1 7 0 2 0 7060 1
82
+ 0 35.17 3.75 2 1 1 0 0 1 6 0 2 0 201 0
83
+ 0 18.58 10 2 2 4 0.415 0 0 0 0 2 80 43 0
84
+ 1 39.92 5 2 3 5 0.21 0 0 0 0 2 550 1 0
85
+ 1 23.42 1 2 8 4 0.5 0 0 0 1 1 280 1 0
86
+ 1 37.58 0 2 8 4 0 0 0 0 0 3 184 1 1
87
+ 0 24.75 13.665 2 11 8 1.5 0 0 0 0 2 280 2 0
88
+ 0 47 13 2 3 5 5.165 1 1 9 1 2 0 1 1
89
+ 1 34.17 5.25 2 9 4 0.08500 0 0 0 1 2 290 7 1
90
+ 1 22.17 0.585 1 1 1 0 0 0 0 0 2 100 1 0
91
+ 1 27.75 1.29 2 4 8 0.25 0 0 0 1 1 140 1 0
92
+ 1 42.75 4.085 2 6 4 0.04 0 0 0 0 2 108 101 0
93
+ 1 28.67 14.5 2 2 4 0.125 0 0 0 0 2 0 287 0
94
+ 1 36.25 5 2 8 5 2.5 1 1 6 0 2 0 368 1
95
+ 0 18.17 10 1 11 8 0.165 0 0 0 0 2 340 1 0
96
+ 1 21.25 1.5 2 9 4 1.5 0 0 0 0 2 150 9 1
97
+ 0 38.92 1.665 2 6 4 0.25 0 0 0 0 2 0 391 0
98
+ 1 31.83 0.04 1 7 4 0.04 0 0 0 0 2 0 1 0
99
+ 0 17.33 9.5 2 6 4 1.75 0 1 10 1 2 0 11 0
100
+ 0 20.42 0.835 2 11 4 1.585 1 1 1 0 2 0 1 1
101
+ 0 39.08 4 2 8 4 3 0 0 0 0 2 480 1 0
102
+ 1 38.67 0.21 2 4 4 0.08500 1 0 0 1 2 280 1 1
103
+ 1 27.67 13.75 2 9 4 5.75 1 0 0 1 2 487 501 1
104
+ 1 27.75 0.585 1 13 4 0.25 1 1 2 0 2 260 501 1
105
+ 1 19 0 1 1 1 0 0 1 4 0 2 45 2 0
106
+ 0 25 0.875 2 14 8 1.04 1 0 0 1 2 160 5861 1
107
+ 1 27.67 2 2 14 8 1 1 1 4 0 2 140 7545 1
108
+ 1 22.25 9 2 6 4 0.08500 0 0 0 0 2 0 1 0
109
+ 0 49.83 13.585 2 4 8 8.5 1 0 0 1 2 0 1 1
110
+ 1 32.33 2.5 2 8 4 1.25 0 0 0 1 2 280 1 0
111
+ 1 38.25 10.125 1 4 4 0.125 0 0 0 0 2 160 1 0
112
+ 1 47.33 6.5 2 8 4 1 0 0 0 1 2 0 229 0
113
+ 1 27.83 4 1 3 8 5.75 1 1 2 1 2 75 1 0
114
+ 0 35.75 0.915 2 6 4 0.75 1 1 4 0 2 0 1584 1
115
+ 1 33.58 0.25 2 3 5 4 0 0 0 1 1 420 1 0
116
+ 1 34.08 0.08 1 7 5 0.04 1 1 1 1 2 280 2001 1
117
+ 0 20.75 10.335 2 13 8 0.335 1 1 1 1 2 80 51 1
118
+ 1 33.17 1 2 14 4 0.75 1 1 7 1 2 340 4072 1
119
+ 1 22.75 11 2 11 4 2.5 1 1 7 1 2 100 810 1
120
+ 1 48.75 8.5 2 8 8 12.5 1 1 9 0 2 181 1656 1
121
+ 1 40.58 5 2 8 4 5 1 1 7 0 2 0 3066 1
122
+ 1 20.67 0.835 1 8 4 2 0 0 0 1 1 240 1 0
123
+ 0 38.75 1.5 2 1 1 0 0 0 0 0 2 76 1 0
124
+ 0 57.08 19.5 2 8 4 5.5 1 1 7 0 2 0 3001 1
125
+ 0 31.25 3.75 2 13 8 0.625 1 1 9 1 2 181 1 1
126
+ 1 22 0.79 2 9 4 0.29 0 1 1 0 2 420 284 0
127
+ 0 58.33 10 2 11 4 4 1 1 14 0 2 0 1603 1
128
+ 1 28.92 0.375 2 8 4 0.29 0 0 0 0 2 220 141 0
129
+ 0 46 4 2 5 3 0 1 0 0 0 2 100 961 1
130
+ 1 21 3 1 2 4 1.085 1 1 8 1 2 160 2 1
131
+ 0 24.75 12.5 2 6 4 1.5 1 1 12 1 2 120 568 1
132
+ 0 20.83 0.5 1 10 2 1 0 0 0 0 2 260 1 0
133
+ 1 24.58 13.5 1 1 1 0 0 0 0 0 2 184 1 0
134
+ 0 26.5 2.71 1 8 4 0.08500 0 0 0 0 1 80 1 0
135
+ 1 40.92 0.835 2 1 1 0 1 0 0 0 2 130 2 0
136
+ 0 38.33 4.415 2 8 4 0.125 0 0 0 0 2 160 1 0
137
+ 1 19.58 0.585 2 1 1 0 0 1 3 0 2 350 770 0
138
+ 1 39.25 9.5 2 7 4 6.5 1 1 14 0 2 240 4608 1
139
+ 1 25.75 0.5 2 8 4 1.46 1 1 5 1 2 312 1 1
140
+ 0 46.08 3 2 8 4 2.375 1 1 8 1 2 396 4160 1
141
+ 1 19.67 10 1 4 8 0.835 1 0 0 1 2 140 1 0
142
+ 0 22.25 1.25 1 1 1 3.25 0 0 0 0 2 280 1 0
143
+ 1 18.83 3.54 1 1 1 0 0 0 0 1 2 180 2 0
144
+ 1 64.08 20 2 14 8 17.5 1 1 9 1 2 0 1001 1
145
+ 0 16.5 1.25 2 11 4 0.25 0 1 1 0 2 108 99 0
146
+ 0 68.67 15 2 10 9 0 1 1 14 0 2 0 3377 1
147
+ 1 76.75 22.29 2 10 9 12.75 1 1 1 1 2 0 110 1
148
+ 0 15.92 2.875 2 11 4 0.08500 0 0 0 0 2 120 1 0
149
+ 1 34.83 4 2 2 5 12.5 1 0 0 1 2 184 1 0
150
+ 0 47.42 8 2 10 5 6.5 1 1 6 0 2 375 51101 1
151
+ 1 23.17 0 2 8 4 0 0 0 0 0 3 184 1 1
152
+ 1 45.17 1.5 2 8 4 2.5 1 0 0 1 2 140 1 0
153
+ 1 15.17 7 2 10 4 1 0 0 0 0 2 600 1 0
154
+ 1 18.83 0.415 1 8 4 0.165 0 1 1 0 2 200 2 0
155
+ 1 52.5 6.5 2 4 4 6.29 1 1 15 0 2 0 11203 1
156
+ 1 19.17 0 1 7 5 0 0 0 0 1 1 500 2 1
157
+ 1 18 0.165 2 11 7 0.21 0 0 0 0 2 200 41 1
158
+ 1 37.5 0.835 2 10 4 0.04 0 0 0 0 2 120 6 0
159
+ 1 22.67 1.585 1 9 4 3.085 1 1 6 0 2 80 1 1
160
+ 1 47.83 4.165 2 14 5 0.08500 0 0 0 1 2 520 1 0
161
+ 1 34.08 2.5 2 8 4 1 0 0 0 0 2 460 17 0
162
+ 0 33.08 1.625 2 2 4 0.54 0 0 0 1 2 0 1 0
163
+ 1 43.08 0.375 1 8 4 0.375 1 1 8 1 2 300 163 1
164
+ 1 34.5 4.04 1 3 5 8.5 1 1 7 1 2 195 1 1
165
+ 1 42.75 3 2 3 5 1 1 0 0 0 2 0 201 0
166
+ 1 18.25 0.165 2 2 4 0.25 0 0 0 1 1 280 1 0
167
+ 1 23.08 2.5 2 1 1 0.08500 0 0 0 1 2 100 4209 0
168
+ 0 22.5 8.460 1 14 4 2.46 0 0 0 0 2 164 1 1
169
+ 1 17.92 0.205 2 6 4 0.04 0 0 0 0 2 280 751 0
170
+ 1 18.42 10.415 1 6 4 0.125 1 0 0 0 2 120 376 0
171
+ 0 27.67 1.5 2 7 4 2 1 0 0 0 1 368 1 0
172
+ 0 18.92 9.25 1 8 4 1 1 1 4 1 2 80 501 1
173
+ 1 22.67 0.75 2 3 4 1.585 0 1 1 1 2 400 10 0
174
+ 1 62.5 12.75 1 8 8 5 1 0 0 0 2 112 1 0
175
+ 0 23.5 9 2 11 4 8.5 1 1 5 1 2 120 1 1
176
+ 1 35.25 3.165 2 14 8 3.75 1 0 0 1 2 680 1 0
177
+ 0 56.83 4.25 1 1 1 5 0 0 0 1 2 0 5 0
178
+ 0 53.33 0.165 2 1 1 0 0 0 0 1 1 62 28 0
179
+ 1 41.17 4.04 2 13 8 7 1 1 8 0 2 320 1 1
180
+ 1 42.17 5.04 2 11 8 12.75 1 0 0 1 2 92 1 1
181
+ 1 41.17 1.25 1 9 4 0.25 0 0 0 0 2 0 196 0
182
+ 0 33.75 0.75 2 4 5 1 1 1 3 1 2 212 1 0
183
+ 1 25.67 12.5 2 13 4 1.21 1 1 67 1 2 140 259 1
184
+ 1 24.33 6.625 1 2 4 5.5 1 0 0 1 1 100 1 1
185
+ 1 23.33 11.625 1 9 4 0.835 1 0 0 1 2 160 301 1
186
+ 1 30.67 2.5 2 13 8 2.25 0 0 0 1 1 340 1 0
187
+ 1 37.17 4 2 8 5 5 1 0 0 1 1 280 1 0
188
+ 1 26.25 1.54 2 9 4 0.125 0 0 0 0 2 100 1 0
189
+ 0 29.75 0.665 2 9 4 0.25 0 0 0 1 2 300 1 0
190
+ 0 23 1.835 2 5 3 0 0 1 1 0 2 200 54 0
191
+ 1 17.25 3 2 4 4 0.04 0 0 0 1 2 160 41 0
192
+ 1 29.25 14.79 2 6 4 5.04 1 1 5 1 2 168 1 1
193
+ 0 28.58 3.54 2 3 5 0.5 1 0 0 1 2 171 1 0
194
+ 1 34.58 0 2 8 4 0 0 0 0 0 3 184 1 0
195
+ 1 23.42 0.585 2 8 8 0.08500 1 0 0 0 2 180 1 0
196
+ 1 25 11.25 2 8 4 2.5 1 1 17 0 2 200 1209 1
197
+ 0 18.75 7.5 2 11 4 2.71 1 1 5 0 2 184 26727 1
198
+ 1 17.08 0.25 2 11 4 0.335 0 1 4 0 2 160 9 0
199
+ 0 16.08 0.335 2 1 1 0 0 1 1 0 2 160 127 0
200
+ 1 32.92 2.5 2 6 4 1.75 0 1 2 1 2 720 1 0
201
+ 0 20.33 10 2 8 8 1 1 1 4 0 2 50 1466 1
202
+ 0 21.75 1.75 1 5 3 0 0 0 0 0 2 160 1 0
203
+ 1 33.17 1.04 2 12 8 6.5 1 0 0 1 2 164 31286 1
204
+ 0 25.33 2.085 2 8 8 2.75 1 0 0 1 2 360 2 0
205
+ 0 24.75 3 2 11 8 1.835 1 1 19 0 2 0 501 1
206
+ 1 30.83 0 2 9 4 1.25 1 1 1 0 2 202 1 1
207
+ 1 20.75 5.085 1 5 4 0.29 0 0 0 0 2 140 185 0
208
+ 0 40.33 8.125 1 4 4 0.165 0 1 2 0 2 184 19 0
209
+ 1 29.42 1.25 2 8 8 0.25 0 1 2 1 2 400 109 0
210
+ 1 40.92 0.5 1 7 4 0.5 0 0 0 1 2 130 1 0
211
+ 0 29.5 0.46 2 4 4 0.54 1 1 4 0 2 380 501 1
212
+ 1 54.42 0.5 1 4 8 3.96 1 0 0 0 2 180 315 1
213
+ 1 34 5.5 1 8 4 1.5 0 0 0 1 2 60 1 0
214
+ 1 25 12 2 4 4 2.25 1 1 2 1 2 120 6 0
215
+ 0 26.58 2.54 1 1 1 0 0 0 0 1 2 180 61 0
216
+ 0 33.08 4.625 2 11 8 1.625 1 1 2 0 2 0 1 1
217
+ 1 33.67 2.165 2 8 4 1.5 0 0 0 0 3 120 1 0
218
+ 1 36.17 5.5 2 3 5 5 0 0 0 0 2 210 688 0
219
+ 1 19.5 0.29 2 4 4 0.29 0 0 0 0 2 280 365 0
220
+ 1 24.17 0.875 2 11 4 4.625 1 1 2 1 2 520 2001 1
221
+ 0 30.5 6.5 2 8 5 4 1 1 7 1 2 0 3066 1
222
+ 1 20 7 2 8 4 0.5 0 0 0 0 2 0 1 0
223
+ 1 25.33 0.58 2 8 4 0.29 1 1 7 1 2 96 5125 1
224
+ 1 29.58 4.75 2 7 4 2 0 1 1 1 2 460 69 0
225
+ 1 43.17 2.25 2 3 5 0.75 1 0 0 0 2 560 1 0
226
+ 1 28.75 1.165 2 4 4 0.5 1 0 0 0 1 280 1 0
227
+ 1 31.57 3 1 3 5 7 0 0 0 0 2 0 2 0
228
+ 1 20.25 9.960 2 10 2 0 1 0 0 0 2 0 1 1
229
+ 1 45 8.5 2 13 8 14 1 1 1 1 2 88 2001 1
230
+ 0 22.83 2.29 2 11 8 2.29 1 1 7 1 2 140 2385 1
231
+ 0 20.67 3 2 11 4 0.165 1 1 3 0 2 100 7 1
232
+ 1 27.83 1.5 2 9 4 2.25 0 1 1 1 2 100 4 0
233
+ 1 40.92 2.25 1 14 8 10 1 0 0 1 2 176 1 0
234
+ 1 56.42 28 1 8 4 28.5 1 1 40 0 2 0 16 1
235
+ 0 64.08 0.165 2 1 1 0 1 1 1 0 2 232 101 1
236
+ 0 22.42 11.25 1 14 8 0.75 1 1 4 0 2 0 322 1
237
+ 0 24.33 2.5 1 3 5 4.5 0 0 0 0 2 200 457 0
238
+ 0 69.5 6 2 1 1 0 0 0 0 0 1 0 1 0
239
+ 1 35.58 0.75 2 4 4 1.5 0 0 0 1 2 231 1 0
240
+ 1 48.33 12 2 7 4 16 1 0 0 0 1 110 1 1
241
+ 0 28.08 15 1 10 9 0 1 0 0 0 2 0 13213 1
242
+ 1 35.17 2.5 2 4 4 4.5 1 1 7 0 2 150 1271 1
243
+ 1 49.5 7.585 2 3 5 7.585 1 1 15 1 2 0 5001 1
244
+ 1 80.25 5.5 2 8 4 0.54 1 0 0 0 2 0 341 0
245
+ 1 29.25 13 2 2 8 0.5 0 0 0 0 2 228 1 0
246
+ 0 16.92 0.5 2 3 4 0.165 0 1 6 1 2 240 36 0
247
+ 0 16 0.165 2 6 4 1 0 1 2 1 2 320 2 0
248
+ 1 60.08 14.5 2 1 1 18 1 1 15 1 2 0 1001 1
249
+ 1 28 2 2 4 8 4.165 1 1 2 1 2 181 1 1
250
+ 1 41.5 1.54 2 3 5 3.5 0 0 0 0 2 216 1 1
251
+ 1 24.08 9 2 6 4 0.25 0 0 0 1 2 0 1 0
252
+ 1 24.5 13.335 1 6 4 0.04 0 0 0 1 2 120 476 0
253
+ 1 34.75 15 2 12 7 5.375 1 1 9 1 2 0 135 1
254
+ 1 33.67 1.25 2 9 4 1.165 0 0 0 0 2 120 1 0
255
+ 0 40.83 10 2 11 8 1.75 1 0 0 0 2 29 838 1
256
+ 1 20.42 1.835 2 8 4 2.25 1 1 1 0 2 100 151 1
257
+ 1 37.5 1.125 1 2 4 1.5 0 0 0 1 2 431 1 1
258
+ 1 48.5 4.25 2 7 4 0.125 1 0 0 1 2 225 1 1
259
+ 1 23 0.75 2 7 4 0.5 0 0 0 1 1 320 1 0
260
+ 1 35 3.375 2 8 8 8.29 0 0 0 1 2 0 1 0
261
+ 1 16.33 2.75 2 6 4 0.665 0 1 1 0 2 80 22 0
262
+ 1 22.67 10.5 2 11 8 1.335 1 0 0 0 2 100 1 1
263
+ 0 21.75 11.75 2 8 4 0.25 0 0 0 1 2 180 1 0
264
+ 0 25.08 2.54 1 6 4 0.25 1 0 0 1 2 370 1 1
265
+ 1 36.33 2.125 1 9 4 0.08500 1 1 1 0 2 50 1188 1
266
+ 0 28.58 3.75 2 8 4 0.25 0 1 1 1 2 40 155 0
267
+ 1 22.17 12.125 2 8 4 3.335 0 1 2 1 2 180 174 0
268
+ 1 34.17 1.54 2 13 4 1.54 1 1 1 1 2 520 50001 1
269
+ 1 35 2.5 2 3 4 1 0 0 0 1 2 210 1 0
270
+ 1 28.58 3.625 2 6 4 0.25 0 0 0 1 2 100 1 0
271
+ 0 19.17 5.415 2 3 8 0.29 0 0 0 0 2 80 485 0
272
+ 1 23.25 1 2 8 4 0.835 1 0 0 0 1 300 1 1
273
+ 1 16.5 0.125 2 8 4 0.165 0 0 0 0 2 132 1 0
274
+ 0 20.08 0.125 2 11 4 1 0 1 1 0 2 240 769 1
275
+ 1 22.33 11 2 9 4 2 1 1 1 0 2 80 279 1
276
+ 1 34 5.085 1 3 5 1.085 0 0 0 1 2 480 1 0
277
+ 0 57.08 0.335 2 3 5 1 1 0 0 1 2 252 2198 0
278
+ 1 16.25 0.835 2 7 4 0.08500 1 0 0 0 1 200 1 0
279
+ 1 32.83 2.5 2 13 8 2.75 1 1 6 0 2 160 2073 1
280
+ 1 48.25 25.085 2 9 4 1.75 1 1 3 0 2 120 15 1
281
+ 1 34.17 2.75 2 3 5 2.5 0 0 0 1 2 232 201 0
282
+ 1 18.33 1.21 1 10 2 0 0 0 0 0 2 100 1 0
283
+ 1 44.25 0.5 2 7 4 10.75 1 0 0 0 1 400 1 0
284
+ 1 38.92 1.75 2 4 4 0.5 0 0 0 1 2 300 3 0
285
+ 1 31.58 0.75 1 6 4 3.5 0 0 0 1 2 320 1 0
286
+ 1 25.08 1.71 2 14 4 1.665 1 1 1 1 2 395 21 1
287
+ 1 65.42 11 2 10 9 20 1 1 7 1 2 22 1 1
288
+ 1 41.33 0 2 8 5 15 1 0 0 0 2 0 1 1
289
+ 1 31.25 1.125 2 1 1 0 0 1 1 0 2 96 20 0
290
+ 0 36.75 4.71 2 1 1 0 0 0 0 0 2 160 1 0
291
+ 1 32.33 7.5 2 10 5 1.585 1 0 0 1 1 420 1 0
292
+ 0 31.92 3.125 2 1 1 3.04 0 1 2 1 2 200 5 0
293
+ 1 24.83 2.75 2 8 4 2.25 1 1 6 0 2 184 601 1
294
+ 1 21.92 0.54 1 14 4 0.04 1 1 1 1 2 840 60 1
295
+ 1 34.25 3 2 13 8 7.415 1 0 0 1 2 0 1 1
296
+ 1 51.83 3 1 1 1 1.5 0 0 0 0 2 180 5 0
297
+ 0 31.57 1.5 2 1 1 0 0 1 2 1 2 200 106 0
298
+ 1 38.42 0.705 2 8 4 0.375 0 1 2 0 2 225 501 0
299
+ 1 39.17 1.71 2 14 4 0.125 1 1 5 1 2 480 1 1
300
+ 1 18.17 2.46 2 8 7 0.96 0 1 2 1 2 160 588 0
301
+ 1 39 5 2 13 4 3.5 1 1 10 1 2 0 1 1
302
+ 1 20 11.045 2 8 4 2 0 0 0 1 2 136 1 0
303
+ 1 32.75 2.335 2 2 8 5.75 0 0 0 1 2 292 1 0
304
+ 1 18.58 5.71 2 2 4 0.54 0 0 0 0 2 120 1 0
305
+ 0 15.83 7.625 2 11 4 0.125 0 1 1 1 2 0 161 0
306
+ 1 39.33 5.875 2 13 8 10 1 1 14 1 2 399 1 1
307
+ 0 19.58 0.665 2 9 4 1.665 0 0 0 0 2 220 6 0
308
+ 1 21.33 10.5 2 8 4 3 1 0 0 1 2 0 1 1
309
+ 0 22.67 0.75 2 8 4 2 0 1 2 1 2 200 395 0
310
+ 1 25.67 3.25 2 8 8 2.29 0 1 1 1 2 416 22 0
311
+ 1 21.08 10.085 1 10 8 1.25 0 0 0 0 2 260 1 0
312
+ 0 49 1.5 2 5 3 0 1 0 0 1 2 100 28 0
313
+ 1 20.67 5.29 2 11 4 0.375 1 1 1 0 2 160 1 0
314
+ 0 19.67 0.21 2 11 8 0.29 1 1 11 0 2 80 100 1
315
+ 1 21.83 0.25 2 2 8 0.665 1 0 0 1 2 0 1 1
316
+ 1 26.83 0.54 2 4 1 0 0 0 0 0 2 100 1 0
317
+ 0 38.58 5 2 13 4 13.5 1 0 0 1 2 980 1 0
318
+ 0 50.08 12.54 2 6 4 2.29 1 1 3 1 2 156 1 1
319
+ 0 15.75 0.375 2 8 4 1 0 0 0 0 2 120 19 0
320
+ 0 24.5 12.75 2 8 5 4.75 1 1 2 0 2 73 445 1
321
+ 1 21 4.79 1 9 4 2.25 1 1 1 1 2 80 301 1
322
+ 1 22.08 11 2 13 4 0.665 1 0 0 0 2 100 1 1
323
+ 1 54.58 9.415 2 1 1 14.415 1 1 11 1 2 30 301 1
324
+ 1 18.08 5.5 2 4 4 0.5 1 0 0 0 2 80 1 1
325
+ 1 36.67 4.415 1 4 4 0.25 1 1 10 1 2 320 1 1
326
+ 1 38.17 10.125 2 14 4 2.5 1 1 6 0 2 520 197 1
327
+ 1 21.83 1.54 2 4 4 0.08500 0 0 0 1 2 356 1 0
328
+ 0 51.92 6.5 2 3 5 3.085 0 0 0 1 2 73 1 0
329
+ 1 22.17 2.25 2 3 4 0.125 0 0 0 0 2 160 11 0
330
+ 1 52.42 1.5 2 2 4 3.75 0 0 0 1 2 0 351 0
331
+ 0 60.92 5 2 6 4 4 1 1 4 0 2 0 100 1
332
+ 1 20.17 5.625 2 9 4 1.71 1 0 0 0 1 120 1 1
333
+ 1 23.25 4 2 8 5 0.25 1 0 0 1 2 160 1 1
334
+ 1 36.17 0.42 1 9 4 0.29 0 0 0 1 2 309 3 0
335
+ 0 42.25 1.75 1 8 4 0 0 0 0 1 2 150 2 0
336
+ 1 23.58 0.835 2 3 8 0.08500 0 0 0 1 2 220 6 0
337
+ 0 36 1 2 8 4 2 1 1 11 0 2 0 457 1
338
+ 1 39.58 5 2 1 1 0 0 1 2 0 2 17 2 0
339
+ 0 18.83 4.415 1 8 8 3 1 0 0 0 2 240 1 1
340
+ 1 27.25 0.625 2 6 4 0.455 1 0 0 1 2 200 1 0
341
+ 1 32.42 3 2 2 4 0.165 0 0 0 1 2 120 1 0
342
+ 1 19.42 1.5 1 13 4 2 1 0 0 1 2 100 21 0
343
+ 0 22.58 10.75 2 11 4 0.415 1 1 5 1 2 0 561 1
344
+ 1 39.92 6.21 2 11 4 0.04 1 1 1 0 2 200 301 1
345
+ 1 22.67 0.165 2 8 3 2.25 0 0 0 1 1 0 1 1
346
+ 0 23.42 0.79 1 11 4 1.5 1 1 2 1 2 80 401 1
347
+ 0 30 5.29 2 10 2 2.25 1 1 5 1 2 99 501 1
348
+ 0 40.33 7.54 1 11 8 8 1 1 14 0 2 0 2301 1
349
+ 0 36.75 5.125 2 10 4 5 1 0 0 1 2 0 4001 1
350
+ 1 31 2.085 2 8 4 0.08500 0 0 0 0 2 300 1 0
351
+ 0 25.17 2.875 2 14 8 0.875 1 0 0 0 2 360 1 1
352
+ 1 27.42 12.5 2 6 5 0.25 0 0 0 1 2 720 1 0
353
+ 1 31.57 4 2 14 4 5 1 1 3 1 2 290 2280 1
354
+ 1 34.08 6.5 2 6 4 0.125 1 0 0 1 2 443 1 0
355
+ 1 22.08 2.335 2 4 4 0.75 0 0 0 0 2 180 1 0
356
+ 1 31.08 3.085 2 8 4 2.5 0 1 2 1 2 160 42 0
357
+ 1 31.57 0.5 2 8 5 0.835 1 0 0 1 1 320 1 0
358
+ 1 16 3.125 2 9 4 0.08500 0 1 1 0 2 0 7 0
359
+ 1 27.25 1.665 2 13 8 5.085 1 1 9 0 2 399 828 1
360
+ 1 25.17 3 2 8 4 1.25 0 1 1 0 2 0 23 0
361
+ 1 67.75 5.5 2 10 9 13 1 1 1 1 2 0 1 1
362
+ 0 18.83 9.5 2 9 4 1.625 1 1 6 1 2 40 601 1
363
+ 0 27.25 0.29 2 7 8 0.125 0 1 1 1 2 272 109 0
364
+ 0 19.58 0.665 1 8 4 1 0 1 1 0 2 2000 3 0
365
+ 1 30.75 1.585 2 2 4 0.585 0 0 0 1 1 0 1 0
366
+ 0 50.25 0.835 2 6 4 0.5 0 0 0 1 2 240 118 0
367
+ 1 31.08 1.5 1 9 4 0.04 0 0 0 0 1 160 1 0
368
+ 1 51.58 15 2 8 4 8.5 1 1 9 0 2 0 1 1
369
+ 0 36.58 0.29 2 1 1 0 0 1 10 0 2 200 19 0
370
+ 1 33.58 2.75 2 7 4 4.25 1 1 6 0 2 204 1 1
371
+ 0 20.83 3 2 6 4 0.04 1 0 0 0 2 100 1 1
372
+ 1 36.17 18.125 2 9 4 0.08500 0 0 0 0 2 320 3553 0
373
+ 1 50.75 0.585 2 1 1 0 0 0 0 0 2 145 1 0
374
+ 0 23.58 0.83 2 11 4 0.415 0 1 1 1 2 200 12 0
375
+ 1 35.17 4.5 2 14 8 5.75 0 0 0 1 1 711 1 1
376
+ 0 58.42 21 2 3 5 10 1 1 13 0 2 0 6701 1
377
+ 1 28.25 0.875 2 7 4 0.96 1 1 3 1 2 396 1 1
378
+ 1 31.57 0.625 2 4 4 0.25 0 0 0 0 2 380 2011 0
379
+ 0 31.75 3 1 5 3 0 0 0 0 0 2 160 21 0
380
+ 1 19.42 6.5 2 9 8 1.46 1 1 7 0 2 80 2955 1
381
+ 1 39.08 6 2 7 4 1.29 1 1 5 1 2 108 1098 1
382
+ 1 17.08 3.29 2 3 4 0.335 0 0 0 1 2 140 3 0
383
+ 1 44.83 7 1 8 4 1.625 0 0 0 0 2 160 3 0
384
+ 1 16.25 0 1 6 4 0.25 0 0 0 0 2 60 1 0
385
+ 0 41.17 6.5 2 11 4 0.5 1 1 3 1 2 145 1 1
386
+ 1 28.92 15 2 8 8 5.335 1 1 11 0 2 0 2284 1
387
+ 0 26.17 2 2 5 3 0 0 0 0 1 2 276 2 0
388
+ 1 38.58 3.335 2 9 4 4 1 1 14 0 2 383 1345 1
389
+ 1 25.17 6 2 8 4 1 1 1 3 0 2 0 1 1
390
+ 0 28.17 0.375 2 11 4 0.585 1 1 4 0 2 80 1 1
391
+ 1 73.42 17.75 2 1 1 0 1 0 0 1 2 0 1 1
392
+ 1 22.5 11.5 1 7 4 1.5 0 0 0 1 2 0 4001 0
393
+ 0 27.17 1.25 2 1 1 0 0 1 1 0 2 92 301 0
394
+ 0 19.17 8.585 2 13 8 0.75 1 1 7 0 2 96 1 1
395
+ 0 25.58 0 2 8 4 0 0 0 0 0 3 184 1 1
396
+ 1 31.57 0.04 1 2 4 4.25 0 0 0 1 2 460 1 0
397
+ 0 22.5 8.5 2 11 4 1.75 1 1 10 0 2 80 991 0
398
+ 0 22.92 1.25 2 11 4 0.25 0 0 0 1 2 120 810 0
399
+ 1 23.25 12.625 2 8 4 0.125 0 1 2 0 2 0 5553 0
400
+ 0 29.5 1.085 1 14 4 1 0 0 0 0 2 280 14 0
401
+ 0 32 6 2 2 4 1.25 0 0 0 0 2 272 1 0
402
+ 1 27 1.5 1 9 4 0.375 1 0 0 1 2 260 1066 1
403
+ 1 19.33 10.915 2 8 5 0.585 0 1 2 1 2 200 8 0
404
+ 1 35.75 2.415 2 9 4 0.125 0 1 2 0 2 220 2 0
405
+ 1 18.83 0 2 11 4 0.665 0 0 0 0 2 160 2 0
406
+ 0 28.75 3.75 2 8 4 1.085 1 1 1 1 2 371 1 1
407
+ 1 34.42 4.25 2 3 5 3.25 1 1 2 0 2 274 611 1
408
+ 0 33.25 3 1 6 4 2 0 0 0 0 2 180 1 0
409
+ 1 53.92 9.625 2 10 4 8.665 1 1 5 0 2 0 1 1
410
+ 1 25.25 1 2 6 4 0.5 0 0 0 0 2 200 1 0
411
+ 1 32.42 2.165 1 4 1 0 0 0 0 0 2 120 1 0
412
+ 0 21.08 5 1 1 1 0 0 0 0 0 2 0 1 0
413
+ 0 56.5 16 2 5 1 0 1 1 15 0 2 0 248 1
414
+ 1 32.25 0.165 1 8 8 3.25 1 1 1 1 2 432 8001 1
415
+ 0 20.5 11.835 2 8 8 6 1 0 0 0 2 340 1 1
416
+ 0 30.25 5.5 2 4 4 5.5 0 0 0 1 1 100 1 0
417
+ 0 24.58 0.67 2 6 8 1.75 1 0 0 0 2 400 1 0
418
+ 1 23.17 11.125 2 14 8 0.46 1 1 1 0 2 100 1 1
419
+ 0 31.57 11.25 2 1 1 0 0 0 0 0 2 184 5201 0
420
+ 0 32.33 0.54 2 13 4 0.04 1 0 0 0 2 440 11178 1
421
+ 1 23.92 1.5 2 2 8 1.875 1 1 6 0 2 200 328 1
422
+ 1 36.75 0.125 1 8 4 1.5 0 0 0 1 2 232 114 1
423
+ 1 29.83 1.25 1 4 4 0.25 0 0 0 0 2 224 1 0
424
+ 0 24.08 0.5 2 11 8 1.25 1 1 1 0 2 0 679 1
425
+ 1 21.17 0.25 1 8 8 0.25 0 0 0 0 2 280 205 0
426
+ 1 31.42 15.5 2 8 4 0.5 1 0 0 0 2 120 1 0
427
+ 1 22.83 3 2 7 4 1.29 1 1 1 0 2 260 801 1
428
+ 1 37.5 1.75 1 8 5 0.25 1 0 0 1 2 164 401 0
429
+ 0 24.83 4.5 2 9 4 1 0 0 0 1 2 360 7 0
430
+ 1 36.33 3.79 2 9 4 1.165 1 0 0 1 2 200 1 0
431
+ 0 47.25 0.75 2 11 8 2.75 1 1 1 0 2 333 893 1
432
+ 1 32.08 4 1 13 4 1.5 0 0 0 1 2 120 1 0
433
+ 0 30.58 10.665 2 11 8 0.08500 0 1 12 1 2 129 4 0
434
+ 1 27.83 1.54 2 9 4 3.75 1 1 5 1 2 100 4 1
435
+ 1 54.83 15.5 2 10 9 0 1 1 20 0 2 152 131 0
436
+ 1 16.08 0.75 2 8 4 1.75 1 1 5 1 2 352 691 1
437
+ 1 24.58 12.5 2 9 4 0.875 1 0 0 1 2 260 1 0
438
+ 1 32.67 5.5 2 11 8 5.5 1 1 12 1 2 408 1001 1
439
+ 1 30.17 0.5 2 8 4 1.75 1 1 11 0 2 32 541 1
440
+ 1 22.25 0.46 2 4 4 0.125 0 0 0 1 2 280 56 0
441
+ 1 41.75 0.96 2 14 4 2.5 1 0 0 0 2 510 601 1
442
+ 1 36.67 2 2 3 4 0.25 0 0 0 1 2 221 1 0
443
+ 1 25.83 12.835 2 13 4 0.5 0 0 0 0 2 0 3 0
444
+ 1 29.92 1.835 2 8 8 4.335 1 0 0 0 2 260 201 1
445
+ 1 20.08 0.25 2 11 4 0.125 0 0 0 0 2 200 1 0
446
+ 1 19.67 0.375 2 11 4 2 1 1 2 1 2 80 1 1
447
+ 1 51.42 0.04 2 14 8 0.04 1 0 0 0 2 0 3001 1
448
+ 1 62.75 7 2 10 9 0 0 0 0 0 2 0 13 0
449
+ 1 40.58 3.29 2 7 4 3.5 0 0 0 1 1 400 1 0
450
+ 0 16.33 0.21 2 6 4 0.125 0 0 0 0 2 200 2 0
451
+ 1 29.5 0.58 2 9 4 0.29 0 1 1 0 2 340 2804 0
452
+ 1 34 4.5 2 6 4 1 1 0 0 1 2 240 1 0
453
+ 0 71.58 0 2 8 4 0 0 0 0 0 3 184 1 1
454
+ 1 42 0.205 2 3 8 5.125 1 0 0 0 2 400 1 1
455
+ 0 22.5 11 1 11 4 3 1 0 0 1 2 268 1 0
456
+ 1 24.42 2 2 10 2 0.165 0 1 2 0 2 320 1301 0
457
+ 1 44.33 0.5 2 3 8 5 1 0 0 1 2 320 1 1
458
+ 0 23 11.75 2 14 8 0.5 1 1 2 1 2 300 552 1
459
+ 1 34.42 1.335 2 3 5 0.125 0 0 0 1 2 440 4501 0
460
+ 1 23.08 11.5 2 3 4 3.5 1 1 9 0 2 56 743 1
461
+ 1 25.92 0.875 2 4 4 0.375 0 1 2 1 2 174 4 0
462
+ 0 17.58 9 2 6 4 1.375 1 0 0 1 2 0 1 1
463
+ 1 20.42 1.085 2 11 4 1.5 0 0 0 0 2 108 8 0
464
+ 1 31.67 16.165 2 2 4 3 1 1 9 0 2 250 731 1
465
+ 0 57.58 2 2 1 1 6.5 0 1 1 0 2 0 11 0
466
+ 1 59.67 1.54 2 11 4 0.125 1 0 0 1 2 260 1 1
467
+ 0 65.17 14 2 1 1 0 1 1 11 1 2 0 1401 1
468
+ 1 30.08 1.04 1 3 5 0.5 1 1 10 1 2 132 29 0
469
+ 1 48.58 6.5 2 11 8 6 1 0 0 1 2 350 1 1
470
+ 0 23.58 11.5 1 4 8 3 0 0 0 1 2 20 17 0
471
+ 1 20.17 9.25 2 8 4 1.665 1 1 3 1 2 40 29 1
472
+ 1 48.17 7.625 2 9 8 15.5 1 1 12 0 2 0 791 1
473
+ 1 23.25 1.5 2 11 4 2.375 1 1 3 1 2 0 583 1
474
+ 1 32.25 14 1 1 1 0 0 1 2 0 2 160 2 0
475
+ 1 33.58 0.335 1 13 4 0.08500 0 0 0 0 2 180 1 0
476
+ 1 23.58 0.46 1 9 4 2.625 1 1 6 1 2 208 348 0
477
+ 1 16.92 0.335 1 4 4 0.29 0 0 0 0 1 200 1 0
478
+ 0 20.83 8.5 2 8 4 0.165 0 0 0 0 2 0 352 0
479
+ 0 60.58 16.5 2 11 4 11 1 0 0 1 2 21 10562 1
480
+ 1 31.57 5 1 6 4 8.5 1 0 0 0 2 0 1 0
481
+ 0 25 12.33 2 13 8 3.5 1 1 6 0 2 400 459 1
482
+ 1 21.5 9.75 2 8 4 0.25 1 0 0 0 2 140 1 0
483
+ 1 20.42 0 2 8 4 0 0 0 0 0 3 184 1 0
484
+ 0 25.25 13.5 1 1 1 2 0 1 1 1 2 200 2 0
485
+ 1 42.83 4.625 2 11 4 4.58 1 0 0 0 1 0 1 1
486
+ 1 26.67 1.75 1 8 4 1 1 1 5 1 2 160 5778 1
487
+ 1 57.83 7.04 2 7 4 14 1 1 6 1 2 360 1333 1
488
+ 1 55.92 11.5 2 1 1 5 1 1 5 0 2 0 8852 1
489
+ 1 51.33 10 2 3 5 0 1 1 11 0 2 0 1250 1
490
+ 1 39.83 0.5 2 7 4 0.25 1 0 0 0 1 288 1 0
491
+ 1 27.58 2.04 1 6 4 2 1 1 3 1 2 370 561 1
492
+ 1 30.17 6.5 2 13 4 3.125 1 1 8 0 2 330 1201 1
493
+ 1 51.83 2.04 1 1 1 1.5 0 0 0 0 2 120 2 0
494
+ 0 25 11 1 6 4 4.5 1 0 0 0 2 120 1 0
495
+ 1 29.67 0.75 1 8 4 0.04 0 0 0 0 2 240 1 0
496
+ 0 33.67 0.375 2 13 4 0.375 0 0 0 0 2 300 45 1
497
+ 1 25.75 0.75 2 8 5 0.25 1 0 0 0 2 349 24 1
498
+ 0 28.67 1.04 2 8 4 2.5 1 1 5 1 2 300 1431 1
499
+ 0 18.08 0.375 3 13 1 10 0 0 0 1 1 300 1 1
500
+ 1 20.42 7 2 8 4 1.625 1 1 3 0 2 200 1392 1
501
+ 1 17.5 22 3 1 7 0 0 0 0 1 3 450 100001 1
502
+ 1 18.08 6.75 1 7 4 0.04 0 0 0 0 2 140 1 0
503
+ 1 47.67 2.5 2 7 5 2.5 1 1 12 1 2 410 2511 1
504
+ 1 57.42 8.5 2 10 8 7 1 1 3 0 2 0 1 1
505
+ 1 13.75 4 1 9 4 1.75 1 1 2 1 2 120 1001 1
506
+ 1 19.33 9.5 2 11 4 1 1 0 0 1 2 60 401 1
507
+ 0 21.92 11.665 2 4 8 0.08500 0 0 0 0 2 320 6 0
508
+ 1 17.58 10 2 9 8 0.165 0 1 1 0 2 120 2 0
509
+ 1 34.83 2.5 1 9 4 3 0 0 0 0 1 200 1 0
510
+ 1 29.17 3.5 2 9 4 3.5 1 1 3 1 2 329 1 0
511
+ 1 21.42 0.75 1 12 7 0.75 0 0 0 1 2 132 3 0
512
+ 1 18.17 10.25 2 8 8 1.085 0 0 0 0 2 320 14 0
513
+ 1 28 3 2 9 4 0.75 0 0 0 1 2 300 68 0
514
+ 0 45.83 10.5 2 11 4 5 1 1 7 1 2 0 1 1
515
+ 1 22.75 11.5 2 3 4 0.415 0 0 0 0 2 0 1 0
516
+ 0 31.57 3.5 2 2 4 3 1 0 0 1 2 300 1 0
517
+ 0 20.42 7.5 2 4 4 1.5 1 1 1 0 2 160 235 1
518
+ 0 21.25 2.335 2 3 5 0.5 1 1 4 0 1 80 1 1
519
+ 1 26.67 4.25 2 13 4 4.29 1 1 1 1 2 120 1 1
520
+ 0 27.33 1.665 2 1 1 0 0 0 0 0 2 340 2 0
521
+ 1 42.08 1.04 2 9 4 5 1 1 6 1 2 500 10001 1
522
+ 0 18.25 10 2 9 4 1 0 1 1 0 2 120 2 0
523
+ 0 28.5 1 2 11 4 1 1 1 2 1 2 167 501 0
524
+ 0 21.5 6 2 6 4 2.5 1 1 3 0 2 80 919 1
525
+ 1 21.83 11 2 14 4 0.29 1 1 6 0 2 121 1 1
526
+ 1 21.92 0.5 2 8 4 0.125 0 0 0 0 2 360 1 0
527
+ 1 32.67 9 1 9 8 5.25 1 0 0 1 2 154 1 1
528
+ 0 45.33 1 2 11 4 0.125 0 0 0 1 2 263 1 0
529
+ 0 23.58 0.585 1 1 1 0.125 0 0 0 0 2 120 88 0
530
+ 0 17.92 0.54 2 8 4 1.75 0 1 1 1 2 80 6 0
531
+ 1 33 2.5 1 9 4 7 0 0 0 1 2 280 1 0
532
+ 0 22.67 0.335 2 11 4 0.75 0 0 0 0 1 160 1 0
533
+ 1 34.67 1.08 2 7 4 1.165 0 0 0 0 1 28 1 0
534
+ 1 29.67 1.415 2 9 8 0.75 1 1 1 0 2 240 101 1
535
+ 1 31.83 2.5 2 6 4 7.5 1 0 0 1 2 523 1 0
536
+ 0 20.67 1.835 2 11 4 2.085 1 1 5 0 2 220 2504 1
537
+ 1 33.75 2.75 2 3 5 0 0 0 0 0 2 180 1 0
538
+ 1 22.08 0.83 2 8 8 2.165 0 0 0 1 2 128 1 1
539
+ 0 35.42 12 2 11 8 14 1 1 8 0 2 0 6591 1
540
+ 1 31.92 4.46 2 13 8 6.04 1 1 3 0 2 311 301 1
541
+ 0 22.67 0.79 2 3 4 0.08500 0 0 0 0 2 144 1 0
542
+ 1 26.67 14.585 2 3 5 0 0 0 0 1 2 178 1 0
543
+ 1 44 2 2 7 4 1.75 1 1 2 1 2 0 16 1
544
+ 1 30.17 1.085 1 8 4 0.04 0 0 0 0 2 170 180 0
545
+ 1 37.75 7 2 11 8 11.5 1 1 7 1 2 300 6 0
546
+ 1 17.08 0.08500 1 8 4 0.04 0 0 0 0 2 140 723 0
547
+ 1 49.17 2.29 2 1 1 0.29 0 0 0 0 2 200 4 0
548
+ 1 22.92 0.17 2 7 4 0.08500 0 0 0 0 1 0 1 0
549
+ 0 34.83 1.25 1 3 8 0.5 0 0 0 1 2 160 1 0
550
+ 1 44.25 11 1 2 4 1.5 1 0 0 0 1 0 1 0
551
+ 1 59.5 2.75 2 9 4 1.75 1 1 5 1 2 60 59 1
552
+ 1 25.5 0.375 2 7 4 0.25 1 1 3 0 2 260 15109 1
553
+ 0 41.58 1.04 2 6 4 0.665 0 0 0 0 2 240 238 0
554
+ 1 49.58 19 2 1 1 0 1 1 1 0 2 94 1 0
555
+ 0 33.92 1.585 1 1 1 0 1 0 0 0 2 320 1 0
556
+ 1 19.17 4 1 3 4 1 0 0 0 1 2 360 1001 0
557
+ 0 24.5 2.415 1 8 4 0 0 0 0 0 2 120 1 0
558
+ 1 23.33 1.5 2 8 8 1.415 1 0 0 0 2 422 201 1
559
+ 1 69.17 9 2 1 1 4 0 1 1 0 2 70 7 0
560
+ 1 47.67 0.29 2 8 5 15 1 1 20 0 2 0 15001 1
561
+ 0 33.25 2.5 1 8 4 2.5 0 0 0 1 2 0 3 0
562
+ 1 43.25 3 2 11 8 6 1 1 11 0 2 80 1 1
563
+ 1 23 0.625 1 6 4 0.125 1 0 0 0 2 180 2 0
564
+ 1 34.75 2.5 2 13 5 0.5 0 0 0 0 2 348 1 0
565
+ 1 56.58 18.5 2 2 5 15 1 1 17 1 2 0 1 1
566
+ 0 44.17 6.665 2 11 4 7.375 1 1 3 1 2 0 1 1
567
+ 0 44.33 0 2 8 4 2.5 1 0 0 0 2 0 1 1
568
+ 1 34.25 1.75 2 9 5 0.25 1 0 0 1 2 163 1 0
569
+ 0 45 4.585 2 4 8 1 0 0 0 1 1 240 1 0
570
+ 1 30.58 2.71 1 7 4 0.125 0 0 0 1 1 80 1 0
571
+ 1 27.67 0.75 2 11 8 0.165 0 0 0 1 2 220 252 0
572
+ 1 19.42 7.25 2 7 4 0.04 0 1 1 0 2 100 2 0
573
+ 0 41.33 1 2 3 5 2.25 1 0 0 1 2 0 301 1
574
+ 0 23.5 1.5 2 9 4 0.875 0 0 0 1 2 160 1 0
575
+ 1 31.67 0.83 2 14 4 1.335 1 1 8 1 2 303 3291 1
576
+ 0 17.83 11 2 14 8 1 1 1 11 0 2 0 3001 1
577
+ 0 33.17 2.25 1 13 4 3.5 0 0 0 1 2 200 142 0
578
+ 0 52.5 7 2 6 8 3 0 0 0 0 2 0 1 0
579
+ 0 25.42 1.125 2 11 4 1.29 1 1 2 0 2 200 1 0
580
+ 1 40.58 1.5 2 3 5 0 0 0 0 0 1 300 1 0
581
+ 1 23.92 0.585 1 13 8 0.125 0 0 0 0 2 240 2 0
582
+ 1 56 12.5 2 4 8 8 1 0 0 1 2 24 2029 1
583
+ 0 28.5 3.04 1 14 8 2.54 1 1 1 0 2 70 1 1
584
+ 1 32.08 4 2 7 4 2.5 1 0 0 1 2 360 1 1
585
+ 1 21.17 0.875 1 8 8 0.25 0 0 0 0 2 280 205 0
586
+ 1 34.17 9.17 2 8 4 4.5 1 1 12 1 2 0 222 1
587
+ 1 43.25 25.21 2 11 8 0.21 1 1 1 0 2 760 91 0
588
+ 0 38.25 6 2 4 4 1 1 0 0 1 2 0 1 1
589
+ 1 37.42 2.04 2 9 4 0.04 1 0 0 1 2 400 5801 1
590
+ 1 29.83 2.04 1 14 8 0.04 0 0 0 0 2 128 2 0
591
+ 1 37.33 2.665 2 13 4 0.165 0 0 0 1 2 0 502 0
592
+ 1 31.33 19.5 2 8 4 7 1 1 16 0 2 0 5001 1
593
+ 1 36.08 2.54 2 1 1 0 0 0 0 0 2 0 1001 0
594
+ 1 20.5 2.415 2 8 4 2 1 1 11 1 2 200 3001 1
595
+ 1 47.17 5.835 2 9 4 5.5 0 0 0 0 2 465 151 0
596
+ 1 22 7.835 1 3 5 0.165 0 0 0 1 2 184 1 0
597
+ 1 20.5 10 1 8 4 2.5 1 0 0 0 1 40 1 1
598
+ 1 34.92 2.5 2 9 4 0 1 0 0 1 2 239 201 1
599
+ 1 24.08 0.875 2 7 4 0.08500 0 1 4 0 2 254 1951 0
600
+ 1 37.33 6.5 2 7 8 4.25 1 1 12 1 2 93 1 1
601
+ 0 20.75 9.54 2 3 4 0.04 0 0 0 0 2 200 1001 0
602
+ 1 36.67 3.25 2 11 8 9 1 0 0 1 2 102 640 1
603
+ 1 22.58 10.04 2 14 4 0.04 1 1 9 0 2 60 397 1
604
+ 0 26.92 13.5 2 11 8 5 1 1 2 0 2 0 5001 1
605
+ 0 46.67 0.46 2 13 8 0.415 1 1 11 1 2 440 7 1
606
+ 0 52.17 0 1 1 1 0 0 0 0 0 2 0 1 0
607
+ 1 39.17 2.5 1 3 8 10 0 0 0 1 1 200 1 0
608
+ 1 39.17 1.625 2 8 4 1.5 1 1 10 0 2 186 4701 1
609
+ 0 27.67 2.04 2 9 4 0.25 0 0 0 1 2 180 51 0
610
+ 1 19.17 9.5 2 9 4 1.5 1 0 0 0 2 120 2207 1
611
+ 1 39.5 4.25 2 8 5 6.5 1 1 16 0 2 117 1211 1
612
+ 1 36.42 0.75 1 2 4 0.585 0 0 0 0 2 240 4 0
613
+ 1 26.17 0.25 2 3 5 0 1 0 0 1 2 0 1 1
614
+ 1 39.42 1.71 1 7 4 0.165 0 0 0 0 1 400 1 0
615
+ 1 41.92 0.42 2 8 8 0.21 1 1 6 0 2 220 949 1
616
+ 1 21.33 7.5 2 6 4 1.415 1 1 1 0 2 80 9801 1
617
+ 0 20.08 1.25 2 8 4 0 0 0 0 0 2 0 1 0
618
+ 0 27.58 3 2 7 4 2.79 0 1 1 1 2 280 11 0
619
+ 1 21.58 0.79 1 13 4 0.665 0 0 0 0 2 160 1 0
620
+ 1 28.25 5.125 2 14 4 4.75 1 1 2 0 2 420 8 1
621
+ 1 26.92 2.25 2 3 5 0.5 0 0 0 1 2 640 4001 0
622
+ 0 18.42 9.25 2 11 4 1.21 1 1 4 0 2 60 541 1
623
+ 0 23.25 5.875 2 11 4 3.17 1 1 10 0 2 120 246 1
624
+ 1 23.58 1.79 2 8 4 0.54 0 0 0 1 2 136 2 0
625
+ 1 28.33 5 2 9 4 11 1 0 0 1 2 70 1 1
626
+ 1 25.67 2.21 1 6 4 4 1 0 0 0 2 188 1 0
627
+ 0 28.58 1.665 2 11 4 2.415 1 0 0 1 2 440 1 0
628
+ 1 22.92 3.165 1 8 4 0.165 0 0 0 0 2 160 1059 0
629
+ 0 24.5 1.04 1 1 1 0.5 1 1 3 0 2 180 148 0
630
+ 1 24.75 0.54 2 7 4 1 0 0 0 1 2 120 2 0
631
+ 1 32 1.75 1 10 8 0.04 1 0 0 1 2 393 1 1
632
+ 1 48.08 3.75 2 3 5 1 0 0 0 0 2 100 3 0
633
+ 0 28.42 3.5 2 9 4 0.835 1 0 0 0 1 280 1 1
634
+ 1 25.42 0.54 2 9 4 0.165 0 1 1 0 2 272 445 0
635
+ 1 18.58 10.29 2 1 1 0.415 0 0 0 0 2 80 1 0
636
+ 1 21.67 1.165 1 4 4 2.5 1 1 1 0 2 180 21 0
637
+ 1 24.58 1.25 2 8 4 0.25 0 0 0 0 2 110 1 0
638
+ 1 16.33 4.085 2 3 8 0.415 0 0 0 1 2 120 1 0
639
+ 1 26.75 2 2 2 4 0.75 0 0 0 1 2 80 1 0
640
+ 1 48.17 3.5 2 6 4 3.5 1 0 0 0 1 230 1 1
641
+ 1 23.5 2.75 2 1 1 4.5 0 0 0 0 2 160 26 0
642
+ 0 41 2.04 1 11 8 0.125 1 1 23 1 2 455 1237 1
643
+ 1 35.17 25.125 2 14 8 1.625 1 1 1 1 2 515 501 1
644
+ 1 23.75 12 2 8 4 2.085 0 0 0 0 1 80 1 0
645
+ 1 18.67 5 2 11 4 0.375 1 1 2 0 2 0 39 0
646
+ 1 30.33 0.5 2 2 8 0.08500 0 0 0 1 1 252 1 0
647
+ 0 19.75 0.75 2 8 4 0.795 1 1 5 1 2 140 6 0
648
+ 1 26.17 0.835 2 13 4 1.165 0 0 0 0 2 100 1 0
649
+ 1 28.75 1.5 1 8 4 1.5 1 0 0 1 2 0 226 0
650
+ 1 28.67 9.335 2 11 8 5.665 1 1 6 0 2 381 169 1
651
+ 1 26 1 2 11 4 1.75 1 0 0 1 2 280 1 1
652
+ 1 23.5 3.165 1 4 4 0.415 0 1 1 1 2 280 81 0
653
+ 1 26.33 13 2 10 2 0 0 0 0 1 2 140 1111 0
654
+ 1 54.33 6.75 2 8 8 2.625 1 1 11 1 2 0 285 1
655
+ 1 31.57 0.375 2 2 4 0.875 1 0 0 1 1 928 1 0
656
+ 0 25.25 12.5 2 2 4 1 0 0 0 1 2 180 1063 0
657
+ 1 33.17 3.165 1 14 4 3.165 1 1 3 1 2 380 1 1
658
+ 1 39.5 1.625 2 8 4 1.5 0 0 0 0 2 0 317 0
659
+ 0 17.67 0 1 5 1 0 0 0 0 0 2 86 1 0
660
+ 1 23.92 0.665 2 8 4 0.165 0 0 0 0 2 100 1 1
661
+ 1 26.67 2.71 1 13 4 5.25 1 1 1 0 2 211 1 1
662
+ 0 22.5 0.415 2 3 4 0.335 0 0 0 1 1 144 1 0
663
+ 1 39.92 0.54 1 6 4 0.5 1 1 3 0 2 200 1001 1
664
+ 0 26.08 8.665 2 6 4 1.415 1 0 0 0 2 160 151 1
665
+ 1 20 0 2 2 4 0.5 0 0 0 0 2 144 1 0
666
+ 1 31.57 4 1 3 4 0.08500 0 0 0 1 2 411 1 0
667
+ 1 26.75 4.5 1 8 5 2.5 0 0 0 0 2 200 1211 0
668
+ 0 24.92 1.25 2 1 1 0 1 0 0 0 2 80 1 0
669
+ 0 32.25 1.5 2 8 4 0.25 0 0 0 1 2 372 123 0
670
+ 1 17.67 4.46 2 8 4 0.25 0 0 0 0 1 80 1 0
671
+ 0 37.75 5.5 2 11 4 0.125 1 0 0 1 2 228 1 1
672
+ 1 22.67 2.54 1 8 8 2.585 1 0 0 0 2 0 1 1
673
+ 0 17.92 10.21 2 1 1 0 0 0 0 0 2 0 51 0
674
+ 1 24.42 12.335 2 11 8 1.585 1 0 0 1 2 120 1 1
675
+ 0 25.75 0.5 2 8 8 0.875 1 0 0 1 2 491 1 1
676
+ 1 26.17 12.5 1 4 8 1.25 0 0 0 1 2 0 18 0
677
+ 0 22.75 6.165 2 6 4 0.165 0 0 0 0 2 220 1001 0
678
+ 1 23 0.75 2 7 4 0.5 1 0 0 1 1 320 1 0
679
+ 1 25.67 0.29 1 8 4 1.5 0 0 0 1 2 160 1 0
680
+ 1 48.58 0.205 1 4 4 0.25 1 1 11 0 2 380 2733 1
681
+ 1 21.17 0 2 8 4 0.5 0 0 0 1 1 0 1 0
682
+ 1 35.25 16.5 1 8 4 4 1 0 0 0 2 80 1 0
683
+ 0 22.92 11.585 2 13 4 0.04 1 0 0 0 2 80 1350 1
684
+ 0 48.17 1.335 2 3 7 0.335 0 0 0 0 2 0 121 0
685
+ 1 43 0.29 1 13 8 1.75 1 1 8 0 2 100 376 1
686
+ 1 31.57 10.5 2 14 4 6.5 1 0 0 0 2 0 1 1
687
+ 1 20.67 0.415 2 8 4 0.125 0 0 0 0 2 0 45 0
688
+ 0 18.83 9.54 2 6 4 0.08500 1 0 0 0 2 100 1 1
689
+ 0 27.42 14.5 2 14 8 3.085 1 1 1 0 2 120 12 1
690
+ 1 41 0.04 2 10 4 0.04 0 1 1 0 1 560 1 1
australian_credit.py ADDED
@@ -0,0 +1,91 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """Australian_credit"""
2
+
3
+ from typing import List
4
+
5
+ import datasets
6
+
7
+ import pandas
8
+
9
+
10
+ VERSION = datasets.Version("1.0.0")
11
+
12
+ DESCRIPTION = "Australian_credit dataset from the UCI ML repository."
13
+ _HOMEPAGE = "https://archive.ics.uci.edu/ml/datasets/Australian_credit"
14
+ _URLS = ("https://archive.ics.uci.edu/ml/datasets/Australian_credit")
15
+ _CITATION = """
16
+ @misc{misc_statlog_(australian_credit_approval)_143,
17
+ author = {Quinlan,Ross},
18
+ title = {{Statlog (Australian Credit Approval)}},
19
+ howpublished = {UCI Machine Learning Repository},
20
+ note = {{DOI}: \\url{10.24432/C59012}}
21
+ }"""
22
+
23
+ # Dataset info
24
+ urls_per_split = {
25
+ "train": "https://huggingface.co/datasets/mstz/australian_credit/raw/main/SPECT.train"
26
+ }
27
+ features_types_per_config = {
28
+ "australian_credit": {
29
+ "feature_1": datasets.Value("bool"),
30
+ "feature_2": datasets.Value("float64"),
31
+ "feature_3": datasets.Value("float64"),
32
+ "feature_4": datasets.Value("string"),
33
+ "feature_5": datasets.Value("string"),
34
+ "feature_6": datasets.Value("string"),
35
+ "feature_7": datasets.Value("float64"),
36
+ "feature_8": datasets.Value("string"),
37
+ "feature_9": datasets.Value("string"),
38
+ "feature_10": datasets.Value("float64"),
39
+ "feature_11": datasets.Value("string"),
40
+ "feature_12": datasets.Value("string"),
41
+ "feature_13": datasets.Value("float64"),
42
+ "feature_14": datasets.Value("float64"),
43
+ "is_granted": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
44
+ }
45
+
46
+ }
47
+ features_per_config = {k: datasets.Features(features_types_per_config[k]) for k in features_types_per_config}
48
+
49
+
50
+ class Australian_creditConfig(datasets.BuilderConfig):
51
+ def __init__(self, **kwargs):
52
+ super(Australian_creditConfig, self).__init__(version=VERSION, **kwargs)
53
+ self.features = features_per_config[kwargs["name"]]
54
+
55
+
56
+ class Australian_credit(datasets.GeneratorBasedBuilder):
57
+ # dataset versions
58
+ DEFAULT_CONFIG = "australian_credit"
59
+ BUILDER_CONFIGS = [
60
+ Australian_creditConfig(name="australian_credit",
61
+ description="Australian_credit for binary classification.")
62
+ ]
63
+
64
+
65
+ def _info(self):
66
+ info = datasets.DatasetInfo(description=DESCRIPTION, citation=_CITATION, homepage=_HOMEPAGE,
67
+ features=features_per_config[self.config.name])
68
+
69
+ return info
70
+
71
+ def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
72
+ downloads = dl_manager.download_and_extract(urls_per_split)
73
+
74
+ return [
75
+ datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloads[self.config.name]["train"]})
76
+ ]
77
+
78
+ def _generate_examples(self, filepath: str):
79
+ data = pandas.read_csv(filepath, header=None)
80
+ data = self.preprocess(data)
81
+
82
+ for row_id, row in data.iterrows():
83
+ data_row = dict(row)
84
+
85
+ yield row_id, data_row
86
+
87
+ def preprocess(self, data):
88
+ features = list(features_types_per_config[self.config.name])
89
+ data.features = features
90
+
91
+ return data