szcf-weiya / ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
https://esl.hohoweiya.xyz
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Market Data #227

Open szcf-weiya opened 4 years ago

szcf-weiya commented 4 years ago

source: https://web.stanford.edu/~hastie/ElemStatLearn/datasets/marketing.data

A) Title: Income Data

B) Relevant Information:

Marketing Database.

Source: Impact Resources, Inc., Columbus, OH (1987). 
A total of N=9409 questionnaires containg 502 questions were 
filled out by shopping mall customers in the San Francisco Bay area. 

The dataset income.data is an extract from this survey. It consists of 
14 demographic attributes. The dataset is a good mixture of categorical 
and continuos variables with a lot of missing data. This is characteristic 
for data mining applications. 

C) The goal is to predict the Anual Income of Household from the other 13
demographics  attributes.

...