Data mining work.. | Applied Sciences homework help

I need this work to be done.

The file BostonHousing.xls contains Housing data for 506 census tracts of Boston from the 1970 census. Following is the description of each variable in the file:
The original data are 506 observations on 14 variables, medv being the target variable: 
CRIM per capita crime rate by town 
ZN proportion of residential land zoned for lots over 25,000 sq.ft 
INDUS proportion of non-retail business acres per town 
CHAS Charles River dummy variable (= 1 if tract bounds river; 0 otherwise) 
NOX nitric oxides concentration (parts per 10 million) 
RM average number of rooms per dwelling 
AGE proportion of owner-occupied units built prior to 1940 
DIS weighted distances to five Boston employment centres 
RAD index of accessibility to radial highways 
TAX full-value property-tax rate per USD 10,000 
PTRATIO pupil-teacher ratio by town 
B 1000(B – 0.63)^2 where B is the proportion of blacks by town
LSTAT percentage of lower status of the population 
MEDV median value of owner-occupied homes in USD 1000’s 
CAT. MEDV categorical data for high (1) and low(0) median home prices.

Answer the following questions using SPSS Modeler:

1. Partition data in BostonHousing.xls into training (400 records) and test(106 records)).

2. Fit a multiple regression model to the median home price (MEDV) using CRIM, CHAS, and RM and evaluate the model based on reported statistics.

3. Write the equation for predicting the median home price and predict the median price for a home with CRIM=0.325 CHAS=1 , and RM=6.5

4. Fit a logistic regression using CAT.MEDV as your target (output) variable using the same predictor variables. Compare the reported statistics with statistics reported by multiple linear regression.

Place your order
(550 words)

Approximate price: $22

Calculate the price of your order

550 words
We'll send you the first draft for approval by September 11, 2018 at 10:52 AM
Total price:
The price is based on these factors:
Academic level
Number of pages
Basic features
  • Free title page and bibliography
  • Unlimited revisions
  • Plagiarism-free guarantee
  • Money-back guarantee
  • 24/7 support
On-demand options
  • Writer’s samples
  • Part-by-part delivery
  • Overnight delivery
  • Copies of used sources
  • Expert Proofreading
Paper format
  • 275 words per page
  • 12 pt Arial/Times New Roman
  • Double line spacing
  • Any citation style (APA, MLA, Chicago/Turabian, Harvard)

Our guarantees

Delivering a high-quality product at a reasonable price is not enough anymore.
That’s why we have developed 5 beneficial guarantees that will make your experience with our service enjoyable, easy, and safe.

Money-back guarantee

You have to be 100% sure of the quality of your product to give a money-back guarantee. This describes us perfectly. Make sure that this guarantee is totally transparent.

Read more

Zero-plagiarism guarantee

Each paper is composed from scratch, according to your instructions. It is then checked by our plagiarism-detection software. There is no gap where plagiarism could squeeze in.

Read more

Free-revision policy

Thanks to our free revisions, there is no way for you to be unsatisfied. We will work on your paper until you are completely happy with the result.

Read more

Privacy policy

Your email is safe, as we store it according to international data protection rules. Your bank details are secure, as we use only reliable payment systems.

Read more

Fair-cooperation guarantee

By sending us your money, you buy the service we provide. Check out our terms and conditions if you prefer business talks to be laid out in official language.

Read more