A) Title: Housetype Data

B) Relevant Information:

This dataset comes from the same marketing database that was 
used for problem 1.

From the original pool of 9409 questionaries, the questionaries with
nonmissing answers to the question "What is your type of home?" were 
selected.

C) The goal is to predict the type of home from the other 13
demographics  attributes.

D) Attribute Information 

 1   TYPE OF HOME
             1. House
             2. Condominium
             3. Apartment
             4. Mobile Home
             5. Other

 2    SEX
             1. Male
             2. Female
 
 3    MARITAL STATUS
             1. Married
             2. Living together, not married
             3. Divorced or separated
             4. Widowed
             5. Single, never married
 
 4    AGE
             1. 14 thru 17
             2. 18 thru 24
             3. 25 thru 34
             4. 35 thru 44
             5. 45 thru 54
             6. 55 thru 64
             7. 65 and Over
 
 5    EDUCATION

             1. Grade 8 or less
             2. Grades 9 to 11
             3. Graduated high school
             4. 1 to 3 years of college
             5. College graduate
             6. Grad Study
 
 6    OCCUPATION

             1. Professional/Managerial
             2. Sales Worker
             3. Factory Worker/Laborer/Driver
             4. Clerical/Service Worker
             5. Homemaker
             6. Student, HS or College
             7. Military
             8. Retired
             9. Unemployed
 
 7   ANNUAL INCOME OF HOUSEHOLD (PERSONAL INCOME IF SINGLE)

             1. Less than $10,000
             2. $10,000 to $14,999
             3. $15,000 to $19,999
             4. $20,000 to $24,999
             5. $25,000 to $29,999
             6. $30,000 to $39,999
             7. $40,000 to $49,999
             8. $50,000 to $74,999
             9. $75,000 or more

 8    HOW LONG HAVE YOU LIVED IN THE SAN FRAN./OAKLAND/SAN JOSE AREA?
             1. Less than one year
             2. One to three years
             3. Four to six years
             4. Seven to ten years
             5. More than ten years
 
 9   DUAL INCOMES (IF MARRIED)

             1. Not Married
             2. Yes
             3. No
 
 10    PERSONS IN YOUR HOUSEHOLD

             1. One
             2. Two
             3. Three
             4. Four
             5. Five
             6. Six
             7. Seven
             8. Eight
             9. Nine or more
 
 11    PERSONS IN HOUSEHOLD UNDER 18

             0. None
             1. One
             2. Two
             3. Three
             4. Four
             5. Five
             6. Six
             7. Seven
             8. Eight
             9. Nine or more
 
 12    HOUSEHOLDER STATUS

             1. Own
             2. Rent
             3. Live with Parents/Family
 
 
 
 13   ETHNIC CLASSIFICATION

             1. American Indian
             2. Asian
             3. Black
             4. East Indian
             5. Hispanic
             6. Pacific Islander
             7. White
             8. Other
 
 14    WHAT LANGUAGE IS SPOKEN MOST OFTEN IN YOUR HOME?

             1. English
             2. Spanish
             3. Other
 

E) Number of instances: 9013

   These are obtained from the original dataset with 9409 instances,
by removing those observations with the response (type of home)
missing.

F)  The missing value flag is NA.