Changeset 9844:60237ba710e3 in orange


Ignore:
Timestamp:
02/06/12 20:43:37 (2 years ago)
Author:
Miha Stajdohar <miha.stajdohar@…>
Branch:
default
Message:

Again.

Location:
Orange/testing/regression/results_ofb
Files:
4 edited

Legend:

Unmodified
Added
Removed
  • Orange/testing/regression/results_ofb/data_characteristics.py.txt

    r9833 r9844  
    11Classes: 2 
    22Attributes: 14 , 6 continuous, 8 discrete 
    3 Instances:  30 total , 8 with class >50K , 22 with class <=50K 
     3Instances:  977 total , 236 with class >50K , 741 with class <=50K 
  • Orange/testing/regression/results_ofb/data_characteristics2.py.txt

    r9833 r9844  
    11Classes: 2 
    22Attributes: 14 , 6 continuous, 8 discrete 
    3 Instances:  30 total , 8(26.7%) with class >50K , 22(73.3%) with class <=50K 
     3Instances:  977 total , 236(24.2%) with class >50K , 741(75.8%) with class <=50K 
  • Orange/testing/regression/results_ofb/data_characteristics3.py.txt

    r9833 r9844  
    11Continuous attributes: 
    2   age, mean=39.63 
    3   fnlwgt, mean=198892.33 
    4   education-num, mean=10.63 
    5   capital-gain, mean=378.40 
    6   capital-loss, mean=207.73 
    7   hours-per-week, mean=39.87 
     2  age, mean=38.91 
     3  fnlwgt, mean=187280.26 
     4  education-num, mean=9.98 
     5  capital-gain, mean=1041.83 
     6  capital-loss, mean=96.18 
     7  hours-per-week, mean=39.91 
    88 
    99Nominal attributes (contingency matrix for classes: <>50K, <=50K> ) 
    1010  workclass: 
    11     Private, total 22, <4.000, 18.000> 
    12     Self-emp-not-inc, total 1, <1.000, 0.000> 
    13     Self-emp-inc, total 1, <0.000, 1.000> 
    14     Federal-gov, total 1, <1.000, 0.000> 
    15     Local-gov, total 1, <1.000, 0.000> 
    16     State-gov, total 1, <1.000, 0.000> 
    17     Without-pay, total 0, <0.000, 0.000> 
     11    Private, total 685, <147.000, 538.000> 
     12    Self-emp-not-inc, total 72, <23.000, 49.000> 
     13    Self-emp-inc, total 28, <11.000, 17.000> 
     14    Federal-gov, total 29, <15.000, 14.000> 
     15    Local-gov, total 59, <18.000, 41.000> 
     16    State-gov, total 43, <15.000, 28.000> 
     17    Without-pay, total 2, <0.000, 2.000> 
    1818    Never-worked, total 0, <0.000, 0.000> 
    1919 
    2020  education: 
    21     Bachelors, total 6, <2.000, 4.000> 
    22     Some-college, total 6, <1.000, 5.000> 
    23     11th, total 0, <0.000, 0.000> 
    24     HS-grad, total 7, <0.000, 7.000> 
    25     Prof-school, total 0, <0.000, 0.000> 
    26     Assoc-acdm, total 3, <2.000, 1.000> 
    27     Assoc-voc, total 1, <0.000, 1.000> 
    28     9th, total 1, <0.000, 1.000> 
    29     7th-8th, total 2, <0.000, 2.000> 
    30     12th, total 0, <0.000, 0.000> 
    31     Masters, total 3, <3.000, 0.000> 
    32     1st-4th, total 0, <0.000, 0.000> 
    33     10th, total 0, <0.000, 0.000> 
    34     Doctorate, total 1, <0.000, 1.000> 
    35     5th-6th, total 0, <0.000, 0.000> 
     21    Bachelors, total 152, <69.000, 83.000> 
     22    Some-college, total 193, <33.000, 160.000> 
     23    11th, total 34, <2.000, 32.000> 
     24    HS-grad, total 327, <61.000, 266.000> 
     25    Prof-school, total 9, <7.000, 2.000> 
     26    Assoc-acdm, total 39, <13.000, 26.000> 
     27    Assoc-voc, total 41, <5.000, 36.000> 
     28    9th, total 18, <1.000, 17.000> 
     29    7th-8th, total 30, <2.000, 28.000> 
     30    12th, total 22, <0.000, 22.000> 
     31    Masters, total 57, <33.000, 24.000> 
     32    1st-4th, total 8, <1.000, 7.000> 
     33    10th, total 24, <1.000, 23.000> 
     34    Doctorate, total 15, <7.000, 8.000> 
     35    5th-6th, total 8, <1.000, 7.000> 
    3636    Preschool, total 0, <0.000, 0.000> 
    3737 
    3838  marital-status: 
    39     Married-civ-spouse, total 12, <7.000, 5.000> 
    40     Divorced, total 4, <0.000, 4.000> 
    41     Never-married, total 8, <0.000, 8.000> 
    42     Separated, total 3, <0.000, 3.000> 
    43     Widowed, total 3, <1.000, 2.000> 
    44     Married-spouse-absent, total 0, <0.000, 0.000> 
    45     Married-AF-spouse, total 0, <0.000, 0.000> 
     39    Married-civ-spouse, total 452, <201.000, 251.000> 
     40    Divorced, total 132, <11.000, 121.000> 
     41    Never-married, total 297, <16.000, 281.000> 
     42    Separated, total 41, <3.000, 38.000> 
     43    Widowed, total 37, <4.000, 33.000> 
     44    Married-spouse-absent, total 17, <1.000, 16.000> 
     45    Married-AF-spouse, total 1, <0.000, 1.000> 
    4646 
    4747  occupation: 
    48     Tech-support, total 1, <0.000, 1.000> 
    49     Craft-repair, total 3, <1.000, 2.000> 
    50     Other-service, total 3, <0.000, 3.000> 
    51     Sales, total 4, <1.000, 3.000> 
    52     Exec-managerial, total 7, <3.000, 4.000> 
    53     Prof-specialty, total 5, <3.000, 2.000> 
    54     Handlers-cleaners, total 0, <0.000, 0.000> 
    55     Machine-op-inspct, total 0, <0.000, 0.000> 
    56     Adm-clerical, total 2, <0.000, 2.000> 
    57     Farming-fishing, total 0, <0.000, 0.000> 
    58     Transport-moving, total 2, <0.000, 2.000> 
    59     Priv-house-serv, total 0, <0.000, 0.000> 
    60     Protective-serv, total 0, <0.000, 0.000> 
    61     Armed-Forces, total 0, <0.000, 0.000> 
     48    Tech-support, total 33, <13.000, 20.000> 
     49    Craft-repair, total 117, <30.000, 87.000> 
     50    Other-service, total 103, <1.000, 102.000> 
     51    Sales, total 92, <31.000, 61.000> 
     52    Exec-managerial, total 125, <53.000, 72.000> 
     53    Prof-specialty, total 110, <44.000, 66.000> 
     54    Handlers-cleaners, total 40, <3.000, 37.000> 
     55    Machine-op-inspct, total 62, <7.000, 55.000> 
     56    Adm-clerical, total 115, <20.000, 95.000> 
     57    Farming-fishing, total 29, <5.000, 24.000> 
     58    Transport-moving, total 61, <16.000, 45.000> 
     59    Priv-house-serv, total 10, <0.000, 10.000> 
     60    Protective-serv, total 20, <6.000, 14.000> 
     61    Armed-Forces, total 1, <0.000, 1.000> 
    6262 
    6363  relationship: 
    64     Wife, total 1, <1.000, 0.000> 
    65     Own-child, total 3, <0.000, 3.000> 
    66     Husband, total 11, <6.000, 5.000> 
    67     Not-in-family, total 8, <0.000, 8.000> 
    68     Other-relative, total 0, <0.000, 0.000> 
    69     Unmarried, total 7, <1.000, 6.000> 
     64    Wife, total 63, <33.000, 30.000> 
     65    Own-child, total 146, <3.000, 143.000> 
     66    Husband, total 384, <166.000, 218.000> 
     67    Not-in-family, total 249, <25.000, 224.000> 
     68    Other-relative, total 27, <2.000, 25.000> 
     69    Unmarried, total 108, <7.000, 101.000> 
    7070 
    7171  race: 
    72     White, total 27, <7.000, 20.000> 
    73     Asian-Pac-Islander, total 0, <0.000, 0.000> 
    74     Amer-Indian-Eskimo, total 0, <0.000, 0.000> 
    75     Other, total 0, <0.000, 0.000> 
    76     Black, total 3, <1.000, 2.000> 
     72    White, total 825, <214.000, 611.000> 
     73    Asian-Pac-Islander, total 32, <8.000, 24.000> 
     74    Amer-Indian-Eskimo, total 8, <0.000, 8.000> 
     75    Other, total 12, <1.000, 11.000> 
     76    Black, total 100, <13.000, 87.000> 
    7777 
    7878  sex: 
    79     Female, total 13, <2.000, 11.000> 
    80     Male, total 17, <6.000, 11.000> 
     79    Female, total 353, <51.000, 302.000> 
     80    Male, total 624, <185.000, 439.000> 
    8181 
    8282  native-country: 
    83     United-States, total 29, <8.000, 21.000> 
    84     Cuba, total 0, <0.000, 0.000> 
    85     Jamaica, total 0, <0.000, 0.000> 
    86     India, total 0, <0.000, 0.000> 
    87     Mexico, total 0, <0.000, 0.000> 
    88     South, total 0, <0.000, 0.000> 
    89     Puerto-Rico, total 0, <0.000, 0.000> 
     83    United-States, total 864, <215.000, 649.000> 
     84    Cuba, total 1, <0.000, 1.000> 
     85    Jamaica, total 2, <1.000, 1.000> 
     86    India, total 3, <1.000, 2.000> 
     87    Mexico, total 25, <2.000, 23.000> 
     88    South, total 1, <0.000, 1.000> 
     89    Puerto-Rico, total 1, <0.000, 1.000> 
    9090    Honduras, total 0, <0.000, 0.000> 
    91     England, total 1, <0.000, 1.000> 
    92     Canada, total 0, <0.000, 0.000> 
    93     Germany, total 0, <0.000, 0.000> 
    94     Iran, total 0, <0.000, 0.000> 
    95     Philippines, total 0, <0.000, 0.000> 
    96     Italy, total 0, <0.000, 0.000> 
    97     Poland, total 0, <0.000, 0.000> 
    98     Columbia, total 0, <0.000, 0.000> 
    99     Cambodia, total 0, <0.000, 0.000> 
     91    England, total 4, <0.000, 4.000> 
     92    Canada, total 5, <1.000, 4.000> 
     93    Germany, total 7, <2.000, 5.000> 
     94    Iran, total 1, <0.000, 1.000> 
     95    Philippines, total 4, <1.000, 3.000> 
     96    Italy, total 3, <1.000, 2.000> 
     97    Poland, total 2, <0.000, 2.000> 
     98    Columbia, total 2, <1.000, 1.000> 
     99    Cambodia, total 1, <0.000, 1.000> 
    100100    Thailand, total 0, <0.000, 0.000> 
    101101    Ecuador, total 0, <0.000, 0.000> 
    102     Laos, total 0, <0.000, 0.000> 
    103     Taiwan, total 0, <0.000, 0.000> 
    104     Haiti, total 0, <0.000, 0.000> 
     102    Laos, total 1, <0.000, 1.000> 
     103    Taiwan, total 4, <1.000, 3.000> 
     104    Haiti, total 2, <1.000, 1.000> 
    105105    Portugal, total 0, <0.000, 0.000> 
    106     Dominican-Republic, total 0, <0.000, 0.000> 
    107     El-Salvador, total 0, <0.000, 0.000> 
     106    Dominican-Republic, total 1, <0.000, 1.000> 
     107    El-Salvador, total 3, <0.000, 3.000> 
    108108    France, total 0, <0.000, 0.000> 
    109     Guatemala, total 0, <0.000, 0.000> 
    110     China, total 0, <0.000, 0.000> 
    111     Japan, total 0, <0.000, 0.000> 
     109    Guatemala, total 1, <0.000, 1.000> 
     110    China, total 3, <1.000, 2.000> 
     111    Japan, total 1, <1.000, 0.000> 
    112112    Yugoslavia, total 0, <0.000, 0.000> 
    113     Peru, total 0, <0.000, 0.000> 
    114     Outlying-US(Guam-USVI-etc), total 0, <0.000, 0.000> 
    115     Scotland, total 0, <0.000, 0.000> 
     113    Peru, total 1, <0.000, 1.000> 
     114    Outlying-US(Guam-USVI-etc), total 1, <0.000, 1.000> 
     115    Scotland, total 1, <0.000, 1.000> 
    116116    Trinadad&Tobago, total 0, <0.000, 0.000> 
    117     Greece, total 0, <0.000, 0.000> 
    118     Nicaragua, total 0, <0.000, 0.000> 
    119     Vietnam, total 0, <0.000, 0.000> 
     117    Greece, total 1, <0.000, 1.000> 
     118    Nicaragua, total 2, <0.000, 2.000> 
     119    Vietnam, total 3, <0.000, 3.000> 
    120120    Hong, total 0, <0.000, 0.000> 
    121     Ireland, total 0, <0.000, 0.000> 
     121    Ireland, total 3, <1.000, 2.000> 
    122122    Hungary, total 0, <0.000, 0.000> 
    123123    Holand-Netherlands, total 0, <0.000, 0.000> 
  • Orange/testing/regression/results_ofb/data_characteristics4.py.txt

    r9833 r9844  
    11Average values and mean square errors: 
    2 age, mean=39.63 +-  2.75 
    3 fnlwgt, mean=198892.33 +- 19629.05 
    4 education-num, mean=10.63 +-  0.53 
    5 capital-gain, mean=378.40 +- 201.02 
    6 capital-loss, mean=207.73 +- 156.10 
    7 hours-per-week, mean=39.87 +-  2.34 
     2age, mean=38.91 +-  0.44 
     3fnlwgt, mean=187280.30 +- 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 
    88 
    99Frequencies for values of discrete attributes: 
    1010workclass: 
    11   Private: 22 
    12   Self-emp-not-inc: 1 
    13   Self-emp-inc: 1 
    14   Federal-gov: 1 
    15   Local-gov: 1 
    16   State-gov: 1 
    17   Without-pay: 0 
     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 
    1818  Never-worked: 0 
    1919education: 
    20   Bachelors: 6 
    21   Some-college: 6 
    22   11th: 0 
    23   HS-grad: 7 
    24   Prof-school: 0 
    25   Assoc-acdm: 3 
    26   Assoc-voc: 1 
    27   9th: 1 
    28   7th-8th: 2 
    29   12th: 0 
    30   Masters: 3 
    31   1st-4th: 0 
    32   10th: 0 
    33   Doctorate: 1 
    34   5th-6th: 0 
     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 
    3535  Preschool: 0 
    3636marital-status: 
    37   Married-civ-spouse: 12 
    38   Divorced: 4 
    39   Never-married: 8 
    40   Separated: 3 
    41   Widowed: 3 
    42   Married-spouse-absent: 0 
    43   Married-AF-spouse: 0 
     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 
    4444occupation: 
    45   Tech-support: 1 
    46   Craft-repair: 3 
    47   Other-service: 3 
    48   Sales: 4 
    49   Exec-managerial: 7 
    50   Prof-specialty: 5 
    51   Handlers-cleaners: 0 
    52   Machine-op-inspct: 0 
    53   Adm-clerical: 2 
    54   Farming-fishing: 0 
    55   Transport-moving: 2 
    56   Priv-house-serv: 0 
    57   Protective-serv: 0 
    58   Armed-Forces: 0 
     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 
    5959relationship: 
    60   Wife: 1 
    61   Own-child: 3 
    62   Husband: 11 
    63   Not-in-family: 8 
    64   Other-relative: 0 
    65   Unmarried: 7 
     60  Wife: 63 
     61  Own-child: 146 
     62  Husband: 384 
     63  Not-in-family: 249 
     64  Other-relative: 27 
     65  Unmarried: 108 
    6666race: 
    67   White: 27 
    68   Asian-Pac-Islander: 0 
    69   Amer-Indian-Eskimo: 0 
    70   Other: 0 
    71   Black: 3 
     67  White: 825 
     68  Asian-Pac-Islander: 32 
     69  Amer-Indian-Eskimo: 8 
     70  Other: 12 
     71  Black: 100 
    7272sex: 
    73   Female: 13 
    74   Male: 17 
     73  Female: 353 
     74  Male: 624 
    7575native-country: 
    76   United-States: 29 
    77   Cuba: 0 
    78   Jamaica: 0 
    79   India: 0 
    80   Mexico: 0 
    81   South: 0 
    82   Puerto-Rico: 0 
     76  United-States: 864 
     77  Cuba: 1 
     78  Jamaica: 2 
     79  India: 3 
     80  Mexico: 25 
     81  South: 1 
     82  Puerto-Rico: 1 
    8383  Honduras: 0 
    84   England: 1 
    85   Canada: 0 
    86   Germany: 0 
    87   Iran: 0 
    88   Philippines: 0 
    89   Italy: 0 
    90   Poland: 0 
    91   Columbia: 0 
    92   Cambodia: 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 
    9393  Thailand: 0 
    9494  Ecuador: 0 
    95   Laos: 0 
    96   Taiwan: 0 
    97   Haiti: 0 
     95  Laos: 1 
     96  Taiwan: 4 
     97  Haiti: 2 
    9898  Portugal: 0 
    99   Dominican-Republic: 0 
    100   El-Salvador: 0 
     99  Dominican-Republic: 1 
     100  El-Salvador: 3 
    101101  France: 0 
    102   Guatemala: 0 
    103   China: 0 
    104   Japan: 0 
     102  Guatemala: 1 
     103  China: 3 
     104  Japan: 1 
    105105  Yugoslavia: 0 
    106   Peru: 0 
    107   Outlying-US(Guam-USVI-etc): 0 
    108   Scotland: 0 
     106  Peru: 1 
     107  Outlying-US(Guam-USVI-etc): 1 
     108  Scotland: 1 
    109109  Trinadad&Tobago: 0 
    110   Greece: 0 
    111   Nicaragua: 0 
    112   Vietnam: 0 
     110  Greece: 1 
     111  Nicaragua: 2 
     112  Vietnam: 3 
    113113  Hong: 0 
    114   Ireland: 0 
     114  Ireland: 3 
    115115  Hungary: 0 
    116116  Holand-Netherlands: 0 
     
    118118Number of instances where attribute is not defined: 
    119119   0 age 
    120    3 workclass 
     120  59 workclass 
    121121   0 fnlwgt 
    122122   0 education 
    123123   0 education-num 
    124124   0 marital-status 
    125    3 occupation 
     125  59 occupation 
    126126   0 relationship 
    127127   0 race 
     
    130130   0 capital-loss 
    131131   0 hours-per-week 
    132    0 native-country 
     132  23 native-country 
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