=== Run information ===

Scheme:       weka.classifiers.trees.J48 -C 0.25 -M 2
Relation:     adult_trening
Instances:    34070
Attributes:   15
              AGE
              WORKCLASS
              FNLWGT
              EDUCATION
              EDUCATION-NUM
              MARITAL-STATUS
              OCCUPATION
              RELATIONSHIP
              RACE
              SEX
              CAPITAL-GAIN
              CAPITAL-LOSS
              HOURS-PER-WEEK
              NATIVE-COUNTRY
              CLASS
Test mode:    evaluate on training data

=== Classifier model (full training set) ===

J48 pruned tree
------------------

CAPITAL-GAIN <= 6849
|   MARITAL-STATUS = Never-married
|   |   EDUCATION-NUM <= 12: <=50K (8735.0/107.0)
|   |   EDUCATION-NUM > 12
|   |   |   AGE <= 27: <=50K (1004.0/24.0)
|   |   |   AGE > 27
|   |   |   |   EDUCATION-NUM <= 14
|   |   |   |   |   HOURS-PER-WEEK <= 42: <=50K (765.0/73.0)
|   |   |   |   |   HOURS-PER-WEEK > 42
|   |   |   |   |   |   CAPITAL-LOSS <= 1485: <=50K (417.0/89.0)
|   |   |   |   |   |   CAPITAL-LOSS > 1485
|   |   |   |   |   |   |   CAPITAL-LOSS <= 1602: >50K (8.0)
|   |   |   |   |   |   |   CAPITAL-LOSS > 1602
|   |   |   |   |   |   |   |   CAPITAL-LOSS <= 2377: <=50K (16.0/1.0)
|   |   |   |   |   |   |   |   CAPITAL-LOSS > 2377: >50K (4.0)
|   |   |   |   EDUCATION-NUM > 14
|   |   |   |   |   CAPITAL-LOSS <= 1485
|   |   |   |   |   |   CAPITAL-GAIN <= 401
|   |   |   |   |   |   |   AGE <= 31: <=50K (34.0/3.0)
|   |   |   |   |   |   |   AGE > 31
|   |   |   |   |   |   |   |   WORKCLASS = State-gov: <=50K (10.13/2.0)
|   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   AGE <= 37: >50K (4.0)
|   |   |   |   |   |   |   |   |   AGE > 37: <=50K (9.16/2.0)
|   |   |   |   |   |   |   |   WORKCLASS = Private
|   |   |   |   |   |   |   |   |   SEX = Male
|   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 42: >50K (13.53/4.53)
|   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 42: <=50K (11.0/2.0)
|   |   |   |   |   |   |   |   |   SEX = Female
|   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 45: <=50K (11.0/2.0)
|   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 45: >50K (7.0/1.0)
|   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: >50K (4.05/1.05)
|   |   |   |   |   |   |   |   WORKCLASS = Local-gov: <=50K (8.1/4.0)
|   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: <=50K (3.04)
|   |   |   |   |   |   |   |   WORKCLASS = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   WORKCLASS = Never-worked: <=50K (0.0)
|   |   |   |   |   |   CAPITAL-GAIN > 401: >50K (6.0/1.0)
|   |   |   |   |   CAPITAL-LOSS > 1485
|   |   |   |   |   |   HOURS-PER-WEEK <= 42
|   |   |   |   |   |   |   FNLWGT <= 212027: >50K (2.0)
|   |   |   |   |   |   |   FNLWGT > 212027: <=50K (2.0)
|   |   |   |   |   |   HOURS-PER-WEEK > 42: >50K (9.0)
|   MARITAL-STATUS = Married-civ-spouse
|   |   CAPITAL-LOSS <= 1762
|   |   |   EDUCATION-NUM <= 12
|   |   |   |   CAPITAL-GAIN <= 5060
|   |   |   |   |   AGE <= 33: <=50K (2609.0/452.0)
|   |   |   |   |   AGE > 33
|   |   |   |   |   |   HOURS-PER-WEEK <= 34: <=50K (821.0/117.0)
|   |   |   |   |   |   HOURS-PER-WEEK > 34
|   |   |   |   |   |   |   EDUCATION-NUM <= 9: <=50K (4198.0/1135.0)
|   |   |   |   |   |   |   EDUCATION-NUM > 9
|   |   |   |   |   |   |   |   OCCUPATION = Adm-clerical
|   |   |   |   |   |   |   |   |   RACE = White
|   |   |   |   |   |   |   |   |   |   RELATIONSHIP = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   RELATIONSHIP = Husband
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 42: <=50K (87.65/32.43)
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 42
|   |   |   |   |   |   |   |   |   |   |   |   AGE <= 39: <=50K (10.17/1.17)
|   |   |   |   |   |   |   |   |   |   |   |   AGE > 39: >50K (26.78/8.61)
|   |   |   |   |   |   |   |   |   |   RELATIONSHIP = Wife
|   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 137753: <=50K (19.0/5.0)
|   |   |   |   |   |   |   |   |   |   |   FNLWGT > 137753
|   |   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 312923: >50K (24.17/8.09)
|   |   |   |   |   |   |   |   |   |   |   |   FNLWGT > 312923: <=50K (5.09/1.0)
|   |   |   |   |   |   |   |   |   |   RELATIONSHIP = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   RELATIONSHIP = Own-child: <=50K (1.09)
|   |   |   |   |   |   |   |   |   |   RELATIONSHIP = Other-relative: >50K (1.0)
|   |   |   |   |   |   |   |   |   RACE = Black
|   |   |   |   |   |   |   |   |   |   WORKCLASS = State-gov: <=50K (2.02/0.01)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Private: >50K (15.16/4.1)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: >50K (5.05/1.03)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov: <=50K (3.03/1.01)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   RACE = Asian-Pac-Islander: >50K (6.35/2.09)
|   |   |   |   |   |   |   |   |   RACE = Amer-Indian-Eskimo: <=50K (3.09/1.0)
|   |   |   |   |   |   |   |   |   RACE = Other: <=50K (0.09)
|   |   |   |   |   |   |   |   OCCUPATION = Exec-managerial
|   |   |   |   |   |   |   |   |   WORKCLASS = State-gov
|   |   |   |   |   |   |   |   |   |   AGE <= 53: <=50K (14.15/4.05)
|   |   |   |   |   |   |   |   |   |   AGE > 53: >50K (4.17/0.11)
|   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: <=50K (47.85/15.28)
|   |   |   |   |   |   |   |   |   WORKCLASS = Private: >50K (251.47/83.01)
|   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov
|   |   |   |   |   |   |   |   |   |   RACE = White: >50K (10.21/3.15)
|   |   |   |   |   |   |   |   |   |   RACE = Black: <=50K (3.02/0.01)
|   |   |   |   |   |   |   |   |   |   RACE = Asian-Pac-Islander: >50K (2.03/0.01)
|   |   |   |   |   |   |   |   |   |   RACE = Amer-Indian-Eskimo: <=50K (0.01)
|   |   |   |   |   |   |   |   |   |   RACE = Other: <=50K (0.01)
|   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov
|   |   |   |   |   |   |   |   |   |   EDUCATION = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Some-college: <=50K (17.38/8.12)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-acdm: <=50K (4.02/2.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-voc
|   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 234428: >50K (5.07/0.05)
|   |   |   |   |   |   |   |   |   |   |   FNLWGT > 234428: <=50K (2.04/0.02)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   SEX = Male: >50K (73.15/17.77)
|   |   |   |   |   |   |   |   |   |   SEX = Female: <=50K (4.22/1.06)
|   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   OCCUPATION = Handlers-cleaners: <=50K (52.94/11.31)
|   |   |   |   |   |   |   |   OCCUPATION = Prof-specialty
|   |   |   |   |   |   |   |   |   RACE = White
|   |   |   |   |   |   |   |   |   |   WORKCLASS = State-gov
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 47: >50K (9.12/3.09)
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 47: <=50K (2.05/0.02)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: <=50K (13.21/2.06)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Private: >50K (119.87/45.32)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: >50K (13.21/2.15)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 46: >50K (4.08/1.06)
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 46: <=50K (3.03/0.01)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: <=50K (5.08/2.02)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   RACE = Black
|   |   |   |   |   |   |   |   |   |   AGE <= 34: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   AGE > 34: <=50K (6.23/2.08)
|   |   |   |   |   |   |   |   |   RACE = Asian-Pac-Islander: >50K (3.31/1.08)
|   |   |   |   |   |   |   |   |   RACE = Amer-Indian-Eskimo: <=50K (4.08)
|   |   |   |   |   |   |   |   |   RACE = Other: >50K (1.08/0.08)
|   |   |   |   |   |   |   |   OCCUPATION = Sales
|   |   |   |   |   |   |   |   |   WORKCLASS = State-gov: <=50K (2.04/1.01)
|   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: <=50K (39.71/15.23)
|   |   |   |   |   |   |   |   |   WORKCLASS = Private
|   |   |   |   |   |   |   |   |   |   FNLWGT <= 95490: <=50K (48.59/12.0)
|   |   |   |   |   |   |   |   |   |   FNLWGT > 95490
|   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN <= 1506: >50K (180.46/79.27)
|   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN > 1506
|   |   |   |   |   |   |   |   |   |   |   |   AGE <= 51: >50K (7.1/2.0)
|   |   |   |   |   |   |   |   |   |   |   |   AGE > 51: <=50K (3.1/0.1)
|   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov: <=50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   EDUCATION = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Some-college
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 39: >50K (3.04/0.02)
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 39
|   |   |   |   |   |   |   |   |   |   |   |   AGE <= 60
|   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 42: <=50K (6.3/1.08)
|   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 42: >50K (23.16/6.1)
|   |   |   |   |   |   |   |   |   |   |   |   AGE > 60: <=50K (5.14/0.04)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 55: >50K (5.02/0.02)
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 55: <=50K (2.02)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-voc: >50K (3.18/1.1)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: <=50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   OCCUPATION = Craft-repair
|   |   |   |   |   |   |   |   |   RACE = White
|   |   |   |   |   |   |   |   |   |   WORKCLASS = State-gov
|   |   |   |   |   |   |   |   |   |   |   EDUCATION-NUM <= 10: >50K (5.08/2.06)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION-NUM > 10: <=50K (2.03/0.01)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: <=50K (59.91/17.27)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Private
|   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 152307
|   |   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN <= 1506
|   |   |   |   |   |   |   |   |   |   |   |   |   AGE <= 46
|   |   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 46: <=50K (63.16/9.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 46
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 101950: <=50K (17.0/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   FNLWGT > 101950: >50K (10.0/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   AGE > 46
|   |   |   |   |   |   |   |   |   |   |   |   |   |   CAPITAL-LOSS <= 810
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 52
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   AGE <= 61: >50K (35.13/11.81)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   |   AGE > 61: <=50K (4.65/0.16)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 52: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   |   CAPITAL-LOSS > 810: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN > 1506
|   |   |   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN <= 3137: >50K (5.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN > 3137: <=50K (6.16/2.0)
|   |   |   |   |   |   |   |   |   |   |   FNLWGT > 152307
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = Bachelors: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = Masters: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 47: <=50K (101.94/47.65)
|   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 47: >50K (39.81/14.65)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-acdm
|   |   |   |   |   |   |   |   |   |   |   |   |   AGE <= 38: <=50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   AGE > 38: >50K (13.16/2.16)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-voc: <=50K (53.48/24.32)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = Doctorate: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = Prof-school: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   |   EDUCATION = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Some-college
|   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 41
|   |   |   |   |   |   |   |   |   |   |   |   |   AGE <= 51: <=50K (6.05/1.01)
|   |   |   |   |   |   |   |   |   |   |   |   |   AGE > 51: >50K (2.07/0.04)
|   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 41: <=50K (2.06/0.01)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-acdm: >50K (2.01/0.01)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-voc: <=50K (4.05/1.02)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov
|   |   |   |   |   |   |   |   |   |   |   EDUCATION-NUM <= 11: <=50K (18.31/5.1)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION-NUM > 11: >50K (3.02/0.02)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   |   AGE <= 49: >50K (11.11/3.08)
|   |   |   |   |   |   |   |   |   |   |   AGE > 49: <=50K (8.18/1.05)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   RACE = Black: >50K (21.65/5.43)
|   |   |   |   |   |   |   |   |   RACE = Asian-Pac-Islander: <=50K (13.87/5.65)
|   |   |   |   |   |   |   |   |   RACE = Amer-Indian-Eskimo: >50K (3.22/1.22)
|   |   |   |   |   |   |   |   |   RACE = Other: <=50K (2.22/1.0)
|   |   |   |   |   |   |   |   OCCUPATION = Transport-moving
|   |   |   |   |   |   |   |   |   WORKCLASS = State-gov: <=50K (4.07/0.02)
|   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   EDUCATION = Bachelors: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Masters: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Some-college: <=50K (8.17/1.05)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-acdm: <=50K (3.01/1.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-voc: >50K (2.05/0.03)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Doctorate: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   EDUCATION = 12th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   WORKCLASS = Private: <=50K (97.74/36.57)
|   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: <=50K (2.04/0.01)
|   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov: <=50K (9.16/1.05)
|   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: >50K (6.11/0.07)
|   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   OCCUPATION = Other-service: <=50K (94.68/23.55)
|   |   |   |   |   |   |   |   OCCUPATION = Farming-fishing: <=50K (100.79/19.58)
|   |   |   |   |   |   |   |   OCCUPATION = Tech-support: >50K (121.15/41.45)
|   |   |   |   |   |   |   |   OCCUPATION = Protective-serv
|   |   |   |   |   |   |   |   |   RACE = White
|   |   |   |   |   |   |   |   |   |   WORKCLASS = State-gov
|   |   |   |   |   |   |   |   |   |   |   AGE <= 41: <=50K (7.08/0.02)
|   |   |   |   |   |   |   |   |   |   |   AGE > 41: >50K (11.22/3.15)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Private: <=50K (15.25/2.07)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: <=50K (2.03/1.01)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov
|   |   |   |   |   |   |   |   |   |   |   AGE <= 53: >50K (58.43/19.31)
|   |   |   |   |   |   |   |   |   |   |   AGE > 53: <=50K (6.62/1.19)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: >50K (1.02/0.01)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   RACE = Black
|   |   |   |   |   |   |   |   |   |   EDUCATION-NUM <= 10
|   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 154897: <=50K (3.05)
|   |   |   |   |   |   |   |   |   |   |   FNLWGT > 154897: >50K (6.05/1.05)
|   |   |   |   |   |   |   |   |   |   EDUCATION-NUM > 10: <=50K (2.05/0.05)
|   |   |   |   |   |   |   |   |   RACE = Asian-Pac-Islander: <=50K (2.19/0.15)
|   |   |   |   |   |   |   |   |   RACE = Amer-Indian-Eskimo: <=50K (1.05)
|   |   |   |   |   |   |   |   |   RACE = Other: >50K (1.05/0.05)
|   |   |   |   |   |   |   |   OCCUPATION = Machine-op-inspct
|   |   |   |   |   |   |   |   |   RACE = White
|   |   |   |   |   |   |   |   |   |   WORKCLASS = State-gov: >50K (2.03/0.02)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN <= 1506: <=50K (4.09/1.02)
|   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN > 1506: >50K (2.01/0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Private: <=50K (84.4/26.41)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   |   RACE = Black
|   |   |   |   |   |   |   |   |   |   FNLWGT <= 305692: <=50K (5.13/0.04)
|   |   |   |   |   |   |   |   |   |   FNLWGT > 305692: >50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   RACE = Asian-Pac-Islander: >50K (5.18/0.04)
|   |   |   |   |   |   |   |   |   RACE = Amer-Indian-Eskimo: <=50K (1.04)
|   |   |   |   |   |   |   |   |   RACE = Other: <=50K (2.04/1.0)
|   |   |   |   |   |   |   |   OCCUPATION = Priv-house-serv: <=50K (0.0)
|   |   |   |   |   |   |   |   OCCUPATION = Armed-Forces: <=50K (0.0)
|   |   |   |   CAPITAL-GAIN > 5060: >50K (81.0/1.0)
|   |   |   EDUCATION-NUM > 12
|   |   |   |   HOURS-PER-WEEK <= 31
|   |   |   |   |   SEX = Male: <=50K (235.0/59.0)
|   |   |   |   |   SEX = Female
|   |   |   |   |   |   RACE = White: >50K (91.0/32.0)
|   |   |   |   |   |   RACE = Black: <=50K (3.0/1.0)
|   |   |   |   |   |   RACE = Asian-Pac-Islander: <=50K (1.0)
|   |   |   |   |   |   RACE = Amer-Indian-Eskimo: <=50K (1.0)
|   |   |   |   |   |   RACE = Other: <=50K (1.0)
|   |   |   |   HOURS-PER-WEEK > 31
|   |   |   |   |   AGE <= 33
|   |   |   |   |   |   AGE <= 25: <=50K (68.0/18.0)
|   |   |   |   |   |   AGE > 25
|   |   |   |   |   |   |   NATIVE-COUNTRY = United-States
|   |   |   |   |   |   |   |   RELATIONSHIP = Not-in-family: >50K (0.0)
|   |   |   |   |   |   |   |   RELATIONSHIP = Husband
|   |   |   |   |   |   |   |   |   OCCUPATION = Adm-clerical: <=50K (21.0/10.0)
|   |   |   |   |   |   |   |   |   OCCUPATION = Exec-managerial
|   |   |   |   |   |   |   |   |   |   AGE <= 28
|   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN <= 1506: <=50K (23.0/8.0)
|   |   |   |   |   |   |   |   |   |   |   CAPITAL-GAIN > 1506: >50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   |   AGE > 28: >50K (86.22/25.81)
|   |   |   |   |   |   |   |   |   OCCUPATION = Handlers-cleaners: <=50K (2.92/0.92)
|   |   |   |   |   |   |   |   |   OCCUPATION = Prof-specialty
|   |   |   |   |   |   |   |   |   |   WORKCLASS = State-gov
|   |   |   |   |   |   |   |   |   |   |   AGE <= 32
|   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 48
|   |   |   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 126622: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   FNLWGT > 126622: >50K (2.02)
|   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 48: <=50K (3.93/0.02)
|   |   |   |   |   |   |   |   |   |   |   AGE > 32: >50K (3.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 52: >50K (4.03)
|   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 52: <=50K (3.0/1.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Private
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Bachelors
|   |   |   |   |   |   |   |   |   |   |   |   AGE <= 28
|   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 54: <=50K (13.9/3.0)
|   |   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 54: >50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   |   AGE > 28: >50K (47.0/17.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Masters
|   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 47: >50K (18.24/4.0)
|   |   |   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 47: <=50K (5.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Doctorate: >50K (7.24/1.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Prof-school: >50K (12.0/4.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   |   EDUCATION = 12th: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov
|   |   |   |   |   |   |   |   |   |   |   AGE <= 32: >50K (5.94/1.0)
|   |   |   |   |   |   |   |   |   |   |   AGE > 32: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov
|   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 130905: <=50K (7.0/1.0)
|   |   |   |   |   |   |   |   |   |   |   FNLWGT > 130905: >50K (15.1/5.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: >50K (2.01)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   OCCUPATION = Sales
|   |   |   |   |   |   |   |   |   |   FNLWGT <= 282313: >50K (67.25/22.9)
|   |   |   |   |   |   |   |   |   |   FNLWGT > 282313: <=50K (8.0/2.0)
|   |   |   |   |   |   |   |   |   OCCUPATION = Craft-repair
|   |   |   |   |   |   |   |   |   |   FNLWGT <= 131991: <=50K (7.0)
|   |   |   |   |   |   |   |   |   |   FNLWGT > 131991
|   |   |   |   |   |   |   |   |   |   |   AGE <= 30: <=50K (9.12/3.12)
|   |   |   |   |   |   |   |   |   |   |   AGE > 30
|   |   |   |   |   |   |   |   |   |   |   |   AGE <= 32: >50K (6.0)
|   |   |   |   |   |   |   |   |   |   |   |   AGE > 32: <=50K (4.0/1.0)
|   |   |   |   |   |   |   |   |   OCCUPATION = Transport-moving: >50K (1.0)
|   |   |   |   |   |   |   |   |   OCCUPATION = Other-service: <=50K (4.93/0.02)
|   |   |   |   |   |   |   |   |   OCCUPATION = Farming-fishing: <=50K (7.03/1.03)
|   |   |   |   |   |   |   |   |   OCCUPATION = Tech-support
|   |   |   |   |   |   |   |   |   |   WORKCLASS = State-gov: >50K (2.01)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Private
|   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 142049: >50K (3.03)
|   |   |   |   |   |   |   |   |   |   |   FNLWGT > 142049: <=50K (8.03/2.03)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: >50K (0.0)
|   |   |   |   |   |   |   |   |   OCCUPATION = Protective-serv
|   |   |   |   |   |   |   |   |   |   FNLWGT <= 112062: <=50K (3.0)
|   |   |   |   |   |   |   |   |   |   FNLWGT > 112062: >50K (13.07/2.0)
|   |   |   |   |   |   |   |   |   OCCUPATION = Machine-op-inspct: <=50K (3.92/1.02)
|   |   |   |   |   |   |   |   |   OCCUPATION = Priv-house-serv: >50K (0.0)
|   |   |   |   |   |   |   |   |   OCCUPATION = Armed-Forces: >50K (0.0)
|   |   |   |   |   |   |   |   RELATIONSHIP = Wife: >50K (67.81/20.9)
|   |   |   |   |   |   |   |   RELATIONSHIP = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   |   RELATIONSHIP = Own-child: <=50K (1.0)
|   |   |   |   |   |   |   |   RELATIONSHIP = Other-relative: <=50K (6.0/1.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = India: <=50K (6.14/2.05)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Mexico: <=50K (6.14/1.05)
|   |   |   |   |   |   |   NATIVE-COUNTRY = South: <=50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Honduras: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Cuba: >50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Canada: <=50K (4.09/1.04)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Germany: <=50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Iran: >50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Philippines: <=50K (5.12/2.04)
|   |   |   |   |   |   |   NATIVE-COUNTRY = England
|   |   |   |   |   |   |   |   AGE <= 32: >50K (2.1/0.05)
|   |   |   |   |   |   |   |   AGE > 32: <=50K (3.02)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Columbia: <=50K (3.07/1.03)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Cambodia: <=50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Thailand: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Ecuador: <=50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Portugal: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Puerto-Rico: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Dominican-Republic: <=50K (2.05/1.02)
|   |   |   |   |   |   |   NATIVE-COUNTRY = El-Salvador: <=50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Poland: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Taiwan: <=50K (2.05/0.02)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Jamaica: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Italy: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = China: <=50K (3.07/1.03)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Guatemala: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Japan: <=50K (4.09/1.04)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Yugoslavia: >50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Peru: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Outlying-US(Guam-USVI-etc): >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Scotland: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Trinadad&Tobago: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Greece: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Nicaragua: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Haiti: <=50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Vietnam: >50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Ireland: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Laos: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = France: >50K (1.02/0.01)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Hungary: >50K (0.0)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Hong: <=50K (3.07/1.03)
|   |   |   |   |   |   |   NATIVE-COUNTRY = Holand-Netherlands: >50K (0.0)
|   |   |   |   |   AGE > 33
|   |   |   |   |   |   OCCUPATION = Adm-clerical
|   |   |   |   |   |   |   EDUCATION = Bachelors
|   |   |   |   |   |   |   |   AGE <= 57: >50K (107.58/32.23)
|   |   |   |   |   |   |   |   AGE > 57: <=50K (10.04/1.35)
|   |   |   |   |   |   |   EDUCATION = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = 11th: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = Masters
|   |   |   |   |   |   |   |   WORKCLASS = State-gov: >50K (3.1/1.04)
|   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   WORKCLASS = Private
|   |   |   |   |   |   |   |   |   RELATIONSHIP = Not-in-family: <=50K (0.0)
|   |   |   |   |   |   |   |   |   RELATIONSHIP = Husband
|   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 42: <=50K (7.18/0.11)
|   |   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 42
|   |   |   |   |   |   |   |   |   |   |   FNLWGT <= 120796: <=50K (2.0)
|   |   |   |   |   |   |   |   |   |   |   FNLWGT > 120796: >50K (3.22/0.11)
|   |   |   |   |   |   |   |   |   RELATIONSHIP = Wife: >50K (3.11/0.04)
|   |   |   |   |   |   |   |   |   RELATIONSHIP = Unmarried: <=50K (0.0)
|   |   |   |   |   |   |   |   |   RELATIONSHIP = Own-child: <=50K (0.0)
|   |   |   |   |   |   |   |   |   RELATIONSHIP = Other-relative: <=50K (0.0)
|   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: >50K (3.1/0.04)
|   |   |   |   |   |   |   |   WORKCLASS = Local-gov: <=50K (3.1/0.06)
|   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   |   WORKCLASS = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   WORKCLASS = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   EDUCATION = Some-college: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = Doctorate: >50K (3.17/1.12)
|   |   |   |   |   |   |   EDUCATION = 9th: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = Prof-school: >50K (6.29/2.17)
|   |   |   |   |   |   |   EDUCATION = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = 10th: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = Preschool: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   EDUCATION = 12th: >50K (0.0)
|   |   |   |   |   |   OCCUPATION = Exec-managerial
|   |   |   |   |   |   |   AGE <= 61: >50K (711.32/151.73)
|   |   |   |   |   |   |   AGE > 61
|   |   |   |   |   |   |   |   EDUCATION = Bachelors
|   |   |   |   |   |   |   |   |   WORKCLASS = State-gov: <=50K (3.41/0.11)
|   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: <=50K (2.27/0.07)
|   |   |   |   |   |   |   |   |   WORKCLASS = Private: >50K (11.37/4.0)
|   |   |   |   |   |   |   |   |   WORKCLASS = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   |   |   WORKCLASS = Local-gov: >50K (1.14/0.1)
|   |   |   |   |   |   |   |   |   WORKCLASS = Self-emp-inc
|   |   |   |   |   |   |   |   |   |   FNLWGT <= 207301: >50K (4.7/0.52)
|   |   |   |   |   |   |   |   |   |   FNLWGT > 207301: <=50K (3.26/0.09)
|   |   |   |   |   |   |   |   |   WORKCLASS = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   |   |   WORKCLASS = Never-worked: <=50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Masters: >50K (6.15/0.57)
|   |   |   |   |   |   |   |   EDUCATION = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Doctorate: >50K (3.86/1.57)
|   |   |   |   |   |   |   |   EDUCATION = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Prof-school: <=50K (3.86/0.29)
|   |   |   |   |   |   |   |   EDUCATION = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 12th: >50K (0.0)
|   |   |   |   |   |   OCCUPATION = Handlers-cleaners: <=50K (17.33/4.15)
|   |   |   |   |   |   OCCUPATION = Prof-specialty
|   |   |   |   |   |   |   RELATIONSHIP = Not-in-family: <=50K (2.0)
|   |   |   |   |   |   |   RELATIONSHIP = Husband: >50K (863.42/225.96)
|   |   |   |   |   |   |   RELATIONSHIP = Wife
|   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 51: >50K (98.87/20.12)
|   |   |   |   |   |   |   |   HOURS-PER-WEEK > 51
|   |   |   |   |   |   |   |   |   EDUCATION = Bachelors: <=50K (7.37/1.37)
|   |   |   |   |   |   |   |   |   EDUCATION = HS-grad: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = 11th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = Masters: >50K (2.0)
|   |   |   |   |   |   |   |   |   EDUCATION = Some-college: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = Assoc-acdm: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = Assoc-voc: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = 7th-8th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = Doctorate: >50K (1.0)
|   |   |   |   |   |   |   |   |   EDUCATION = 9th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = Prof-school: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = 5th-6th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = 10th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = Preschool: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = 1st-4th: <=50K (0.0)
|   |   |   |   |   |   |   |   |   EDUCATION = 12th: <=50K (0.0)
|   |   |   |   |   |   |   RELATIONSHIP = Unmarried: >50K (0.0)
|   |   |   |   |   |   |   RELATIONSHIP = Own-child: <=50K (1.0)
|   |   |   |   |   |   |   RELATIONSHIP = Other-relative: <=50K (2.0)
|   |   |   |   |   |   OCCUPATION = Sales
|   |   |   |   |   |   |   WORKCLASS = State-gov: <=50K (1.02/0.01)
|   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc
|   |   |   |   |   |   |   |   EDUCATION-NUM <= 13: >50K (44.65/20.37)
|   |   |   |   |   |   |   |   EDUCATION-NUM > 13
|   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 49: >50K (6.35/0.14)
|   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 49: <=50K (10.16/1.05)
|   |   |   |   |   |   |   WORKCLASS = Private
|   |   |   |   |   |   |   |   EDUCATION = Bachelors: >50K (186.41/55.38)
|   |   |   |   |   |   |   |   EDUCATION = HS-grad: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 11th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Masters
|   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 46
|   |   |   |   |   |   |   |   |   |   FNLWGT <= 176841: <=50K (8.26/1.09)
|   |   |   |   |   |   |   |   |   |   FNLWGT > 176841
|   |   |   |   |   |   |   |   |   |   |   AGE <= 50: >50K (5.09/1.09)
|   |   |   |   |   |   |   |   |   |   |   AGE > 50: <=50K (3.26/0.26)
|   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 46: >50K (12.6/1.26)
|   |   |   |   |   |   |   |   EDUCATION = Some-college: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 7th-8th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Doctorate: <=50K (3.26/1.09)
|   |   |   |   |   |   |   |   EDUCATION = 9th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Prof-school
|   |   |   |   |   |   |   |   |   FNLWGT <= 181970: >50K (3.17/0.09)
|   |   |   |   |   |   |   |   |   FNLWGT > 181970: <=50K (3.26/0.09)
|   |   |   |   |   |   |   |   EDUCATION = 5th-6th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 10th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = Preschool: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 1st-4th: >50K (0.0)
|   |   |   |   |   |   |   |   EDUCATION = 12th: >50K (0.0)
|   |   |   |   |   |   |   WORKCLASS = Federal-gov: <=50K (3.06/1.03)
|   |   |   |   |   |   |   WORKCLASS = Local-gov: <=50K (2.04/1.02)
|   |   |   |   |   |   |   WORKCLASS = Self-emp-inc
|   |   |   |   |   |   |   |   FNLWGT <= 186830
|   |   |   |   |   |   |   |   |   FNLWGT <= 160808
|   |   |   |   |   |   |   |   |   |   AGE <= 58: >50K (27.13/4.09)
|   |   |   |   |   |   |   |   |   |   AGE > 58: <=50K (2.27/0.13)
|   |   |   |   |   |   |   |   |   FNLWGT > 160808: <=50K (3.11)
|   |   |   |   |   |   |   |   FNLWGT > 186830: >50K (25.6/1.27)
|   |   |   |   |   |   |   WORKCLASS = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   WORKCLASS = Never-worked: >50K (0.0)
|   |   |   |   |   |   OCCUPATION = Craft-repair
|   |   |   |   |   |   |   WORKCLASS = State-gov: >50K (3.06/1.03)
|   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: >50K (23.45/11.24)
|   |   |   |   |   |   |   WORKCLASS = Private: >50K (75.44/32.78)
|   |   |   |   |   |   |   WORKCLASS = Federal-gov: >50K (5.1/2.05)
|   |   |   |   |   |   |   WORKCLASS = Local-gov
|   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 44: <=50K (5.09/0.04)
|   |   |   |   |   |   |   |   HOURS-PER-WEEK > 44: >50K (2.05/0.02)
|   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: <=50K (8.16/2.07)
|   |   |   |   |   |   |   WORKCLASS = Without-pay: >50K (0.0)
|   |   |   |   |   |   |   WORKCLASS = Never-worked: >50K (0.0)
|   |   |   |   |   |   OCCUPATION = Transport-moving
|   |   |   |   |   |   |   WORKCLASS = State-gov: <=50K (1.02/0.01)
|   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: <=50K (5.1/1.04)
|   |   |   |   |   |   |   WORKCLASS = Private
|   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 46
|   |   |   |   |   |   |   |   |   AGE <= 44: <=50K (9.01/1.0)
|   |   |   |   |   |   |   |   |   AGE > 44
|   |   |   |   |   |   |   |   |   |   AGE <= 49: >50K (3.03/0.01)
|   |   |   |   |   |   |   |   |   |   AGE > 49: <=50K (2.23/0.09)
|   |   |   |   |   |   |   |   HOURS-PER-WEEK > 46: >50K (6.12/1.05)
|   |   |   |   |   |   |   WORKCLASS = Federal-gov: <=50K (0.0)
|   |   |   |   |   |   |   WORKCLASS = Local-gov: <=50K (5.1/2.04)
|   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: <=50K (0.0)
|   |   |   |   |   |   |   WORKCLASS = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   WORKCLASS = Never-worked: <=50K (0.0)
|   |   |   |   |   |   OCCUPATION = Other-service: <=50K (34.66/6.3)
|   |   |   |   |   |   OCCUPATION = Farming-fishing
|   |   |   |   |   |   |   WORKCLASS = State-gov: >50K (1.02/0.01)
|   |   |   |   |   |   |   WORKCLASS = Self-emp-not-inc: <=50K (26.51/5.23)
|   |   |   |   |   |   |   WORKCLASS = Private: <=50K (12.23/4.11)
|   |   |   |   |   |   |   WORKCLASS = Federal-gov: >50K (1.02/0.01)
|   |   |   |   |   |   |   WORKCLASS = Local-gov: <=50K (0.0)
|   |   |   |   |   |   |   WORKCLASS = Self-emp-inc: >50K (5.1/0.05)
|   |   |   |   |   |   |   WORKCLASS = Without-pay: <=50K (0.0)
|   |   |   |   |   |   |   WORKCLASS = Never-worked: <=50K (0.0)
|   |   |   |   |   |   OCCUPATION = Tech-support: >50K (63.21/19.65)
|   |   |   |   |   |   OCCUPATION = Protective-serv
|   |   |   |   |   |   |   HOURS-PER-WEEK <= 41: >50K (21.48/3.28)
|   |   |   |   |   |   |   HOURS-PER-WEEK > 41
|   |   |   |   |   |   |   |   AGE <= 42: <=50K (7.09/2.05)
|   |   |   |   |   |   |   |   AGE > 42: >50K (12.2/1.09)
|   |   |   |   |   |   OCCUPATION = Machine-op-inspct
|   |   |   |   |   |   |   EDUCATION-NUM <= 13
|   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 41
|   |   |   |   |   |   |   |   |   AGE <= 43: <=50K (6.01)
|   |   |   |   |   |   |   |   |   AGE > 43: >50K (16.2/7.13)
|   |   |   |   |   |   |   |   HOURS-PER-WEEK > 41: >50K (4.12/0.05)
|   |   |   |   |   |   |   EDUCATION-NUM > 13: <=50K (4.26/1.13)
|   |   |   |   |   |   OCCUPATION = Priv-house-serv: <=50K (1.02/0.01)
|   |   |   |   |   |   OCCUPATION = Armed-Forces: >50K (1.02/0.01)
|   |   CAPITAL-LOSS > 1762
|   |   |   CAPITAL-LOSS <= 1980: >50K (606.0/17.0)
|   |   |   CAPITAL-LOSS > 1980
|   |   |   |   CAPITAL-LOSS <= 2206
|   |   |   |   |   AGE <= 64: <=50K (93.0)
|   |   |   |   |   AGE > 64
|   |   |   |   |   |   CAPITAL-LOSS <= 2149: <=50K (3.0)
|   |   |   |   |   |   CAPITAL-LOSS > 2149: >50K (6.0)
|   |   |   |   CAPITAL-LOSS > 2206
|   |   |   |   |   CAPITAL-LOSS <= 2415
|   |   |   |   |   |   CAPITAL-LOSS <= 2377
|   |   |   |   |   |   |   AGE <= 67: <=50K (14.0/5.0)
|   |   |   |   |   |   |   AGE > 67: >50K (10.0)
|   |   |   |   |   |   CAPITAL-LOSS > 2377: >50K (53.0)
|   |   |   |   |   CAPITAL-LOSS > 2415: <=50K (9.0)
|   MARITAL-STATUS = Divorced
|   |   EDUCATION-NUM <= 12: <=50K (3605.0/132.0)
|   |   EDUCATION-NUM > 12
|   |   |   HOURS-PER-WEEK <= 42: <=50K (540.0/67.0)
|   |   |   HOURS-PER-WEEK > 42
|   |   |   |   OCCUPATION = Adm-clerical: <=50K (9.16)
|   |   |   |   OCCUPATION = Exec-managerial
|   |   |   |   |   CAPITAL-LOSS <= 1485
|   |   |   |   |   |   EDUCATION = Bachelors
|   |   |   |   |   |   |   RELATIONSHIP = Not-in-family
|   |   |   |   |   |   |   |   SEX = Male: <=50K (30.61/11.0)
|   |   |   |   |   |   |   |   SEX = Female
|   |   |   |   |   |   |   |   |   HOURS-PER-WEEK <= 47: >50K (4.0)
|   |   |   |   |   |   |   |   |   HOURS-PER-WEEK > 47: <=50K (7.61/3.0)
|   |   |   |   |   |   |   RELATIONSHIP = Husband: <=50K (0.0)
|   |   |   |   |   |   |   RELATIONSHIP = Wife: <=50K (0.0)
|   |   |   |   |   |   |   RELATIONSHIP = Unmarried
|   |   |   |   |   |   |   |   SEX = Male: >50K (6.0/1.0)
|   |   |   |   |   |   |   |   SEX = Female: <=50K (12.0/2.0)
|   |   |   |   |   |   |   RELATIONSHIP = Own-child: >50K (1.0)
|   |   |   |   |   |   |   RELATIONSHIP = Other-relative: <=50K (1.0)
|   |   |   |   |   |   EDUCATION = HS-grad: >50K (0.0)
|   |   |   |   |   |   EDUCATION = 11th: >50K (0.0)
|   |   |   |   |   |   EDUCATION = Masters
|   |   |   |   |   |   |   CAPITAL-LOSS <= 0: >50K (29.31/8.31)
|   |   |   |   |   |   |   CAPITAL-LOSS > 0: <=50K (3.0)
|   |   |   |   |   |   EDUCATION = Some-college: >50K (0.0)
|   |   |   |   |   |   EDUCATION = Assoc-acdm: >50K (0.0)
|   |   |   |   |   |   EDUCATION = Assoc-voc: >50K (0.0)
|   |   |   |   |   |   EDUCATION = 7th-8th: >50K (0.0)
|   |   |   |   |   |   EDUCATION = Doctorate: >50K (3.0)
|   |   |   |   |   |   EDUCATION = 9th: >50K (0.0)
|   |   |   |   |   |   EDUCATION = Prof-school: >50K (1.31/0.31)
|   |   |   |   |   |   EDUCATION = 5th-6th: >50K (0.0)
|   |   |   |   |   |   EDUCATION = 10th: >50K (0.0)
|   |   |   |   |   |   EDUCATION = Preschool: >50K (0.0)
|   |   |   |   |   |   EDUCATION = 1st-4th: >50K (0.0)
|   |   |   |   |   |   EDUCATION = 12th: >50K (0.0)
|   |   |   |   |   CAPITAL-LOSS > 1485: >50K (8.0)
|   |   |   |   OCCUPATION = Handlers-cleaners: <=50K (2.03/1.0)
|   |   |   |   OCCUPATION = Prof-specialty
|   |   |   |   |   EDUCATION-NUM <= 14: <=50K (113.97/24.0)
|   |   |   |   |   EDUCATION-NUM > 14
|   |   |   |   |   |   SEX = Male: >50K (13.39/3.39)
|   |   |   |   |   |   SEX = Female
|   |   |   |   |   |   |   RELATIONSHIP = Not-in-family
|   |   |   |   |   |   |   |   FNLWGT <= 256062: >50K (4.0)
|   |   |   |   |   |   |   |   FNLWGT > 256062: <=50K (2.0)
|   |   |   |   |   |   |   RELATIONSHIP = Husband: <=50K (0.0)
|   |   |   |   |   |   |   RELATIONSHIP = Wife: <=50K (0.0)
|   |   |   |   |   |   |   RELATIONSHIP = Unmarried: <=50K (3.0)
|   |   |   |   |   |   |   RELATIONSHIP = Own-child: <=50K (1.0)
|   |   |   |   |   |   |   RELATIONSHIP = Other-relative: <=50K (0.0)
|   |   |   |   OCCUPATION = Sales: <=50K (52.91/19.0)
|   |   |   |   OCCUPATION = Craft-repair: <=50K (8.14/2.0)
|   |   |   |   OCCUPATION = Transport-moving: <=50K (4.07)
|   |   |   |   OCCUPATION = Other-service: <=50K (10.17/4.0)
|   |   |   |   OCCUPATION = Farming-fishing: <=50K (2.03)
|   |   |   |   OCCUPATION = Tech-support: <=50K (3.05/1.0)
|   |   |   |   OCCUPATION = Protective-serv
|   |   |   |   |   RACE = White: <=50K (6.17/2.0)
|   |   |   |   |   RACE = Black: >50K (4.0)
|   |   |   |   |   RACE = Asian-Pac-Islander: >50K (0.0)
|   |   |   |   |   RACE = Amer-Indian-Eskimo: >50K (0.0)
|   |   |   |   |   RACE = Other: >50K (0.0)
|   |   |   |   OCCUPATION = Machine-op-inspct: <=50K (2.03)
|   |   |   |   OCCUPATION = Priv-house-serv: <=50K (1.02)
|   |   |   |   OCCUPATION = Armed-Forces: <=50K (0.0)
|   MARITAL-STATUS = Separated: <=50K (1050.0/57.0)
|   MARITAL-STATUS = Married-AF-spouse: <=50K (24.0/6.0)
|   MARITAL-STATUS = Widowed
|   |   EDUCATION-NUM <= 12: <=50K (894.0/29.0)
|   |   EDUCATION-NUM > 12
|   |   |   CAPITAL-LOSS <= 2057: <=50K (125.0/26.0)
|   |   |   CAPITAL-LOSS > 2057: >50K (6.0/1.0)
|   MARITAL-STATUS = Married-spouse-absent: <=50K (428.0/29.0)
CAPITAL-GAIN > 6849
|   HOURS-PER-WEEK <= 24
|   |   CAPITAL-GAIN <= 27828: >50K (43.0/2.0)
|   |   CAPITAL-GAIN > 27828
|   |   |   AGE <= 31: <=50K (4.0)
|   |   |   AGE > 31: >50K (3.0)
|   HOURS-PER-WEEK > 24: >50K (1402.0/13.0)

Number of Leaves  : 	575

Size of the tree : 	753


Time taken to build model: 2.03 seconds

=== Evaluation on training set ===

Time taken to test model on training data: 0.04 seconds

=== Summary ===

Correctly Classified Instances       29948               87.9014 %
Incorrectly Classified Instances      4122               12.0986 %
Kappa statistic                          0.6406
K&B Relative Info Score                 48.5433 %
K&B Information Score                13122.3995 bits      0.3852 bits/instance
Class complexity | order 0           27032.3521 bits      0.7934 bits/instance
Class complexity | scheme            14666.8626 bits      0.4305 bits/instance
Complexity improvement     (Sf)      12365.4895 bits      0.3629 bits/instance
Mean absolute error                      0.1838
Root mean squared error                  0.3029
Relative absolute error                 50.5207 %
Root relative squared error             71.0192 %
Total Number of Instances            34070     

=== Detailed Accuracy By Class ===

                 TP Rate  FP Rate  Precision  Recall   F-Measure  MCC      ROC Area  PRC Area  Class
                 0.955    0.362    0.894      0.955    0.923      0.648    0.909     0.961     <=50K
                 0.638    0.045    0.816      0.638    0.716      0.648    0.909     0.793     >50K
Weighted Avg.    0.879    0.286    0.875      0.879    0.874      0.648    0.909     0.921     

=== Confusion Matrix ===

     a     b   <-- classified as
 24753  1173 |     a = <=50K
  2949  5195 |     b = >50K


