source: orange/Orange/testing/regression/results_ofb/data_characteristics4.py.txt @ 9689:ef9a2d79f6e0

Revision 9689:ef9a2d79f6e0, 2.2 KB checked in by Miha Stajdohar <miha.stajdohar@…>, 2 years ago (diff)

New folder structure.

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1Average values and mean square errors:
2age, mean=38.91 +-  0.44
3fnlwgt, mean=187280.29 +- 3464.37
4education-num, mean= 9.98 +-  0.08
5capital-gain, mean=1041.83 +- 218.78
6capital-loss, mean=96.18 +- 13.68
7hours-per-week, mean=39.91 +-  0.41
8
9Frequencies for values of discrete attributes:
10workclass:
11  Private: 685
12  Self-emp-not-inc: 72
13  Self-emp-inc: 28
14  Federal-gov: 29
15  Local-gov: 59
16  State-gov: 43
17  Without-pay: 2
18  Never-worked: 0
19education:
20  Bachelors: 152
21  Some-college: 193
22  11th: 34
23  HS-grad: 327
24  Prof-school: 9
25  Assoc-acdm: 39
26  Assoc-voc: 41
27  9th: 18
28  7th-8th: 30
29  12th: 22
30  Masters: 57
31  1st-4th: 8
32  10th: 24
33  Doctorate: 15
34  5th-6th: 8
35  Preschool: 0
36marital-status:
37  Married-civ-spouse: 452
38  Divorced: 132
39  Never-married: 297
40  Separated: 41
41  Widowed: 37
42  Married-spouse-absent: 17
43  Married-AF-spouse: 1
44occupation:
45  Tech-support: 33
46  Craft-repair: 117
47  Other-service: 103
48  Sales: 92
49  Exec-managerial: 125
50  Prof-specialty: 110
51  Handlers-cleaners: 40
52  Machine-op-inspct: 62
53  Adm-clerical: 115
54  Farming-fishing: 29
55  Transport-moving: 61
56  Priv-house-serv: 10
57  Protective-serv: 20
58  Armed-Forces: 1
59relationship:
60  Wife: 63
61  Own-child: 146
62  Husband: 384
63  Not-in-family: 249
64  Other-relative: 27
65  Unmarried: 108
66race:
67  White: 825
68  Asian-Pac-Islander: 32
69  Amer-Indian-Eskimo: 8
70  Other: 12
71  Black: 100
72sex:
73  Female: 353
74  Male: 624
75native-country:
76  United-States: 864
77  Cuba: 1
78  Jamaica: 2
79  India: 3
80  Mexico: 25
81  South: 1
82  Puerto-Rico: 1
83  Honduras: 0
84  England: 4
85  Canada: 5
86  Germany: 7
87  Iran: 1
88  Philippines: 4
89  Italy: 3
90  Poland: 2
91  Columbia: 2
92  Cambodia: 1
93  Thailand: 0
94  Ecuador: 0
95  Laos: 1
96  Taiwan: 4
97  Haiti: 2
98  Portugal: 0
99  Dominican-Republic: 1
100  El-Salvador: 3
101  France: 0
102  Guatemala: 1
103  China: 3
104  Japan: 1
105  Yugoslavia: 0
106  Peru: 1
107  Outlying-US(Guam-USVI-etc): 1
108  Scotland: 1
109  Trinadad&Tobago: 0
110  Greece: 1
111  Nicaragua: 2
112  Vietnam: 3
113  Hong: 0
114  Ireland: 3
115  Hungary: 0
116  Holand-Netherlands: 0
117
118Number of instances where attribute is not defined:
119   0 age
120  59 workclass
121   0 fnlwgt
122   0 education
123   0 education-num
124   0 marital-status
125  59 occupation
126   0 relationship
127   0 race
128   0 sex
129   0 capital-gain
130   0 capital-loss
131   0 hours-per-week
132  23 native-country
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