Analyzing Different Attributes Of A Car And Main Problem

3613 Words15 Pages
Business Understanding Business Problem: I want to analyze different attributes of any particular car and main problem is finding out specification of an auto in terms of various characteristics and analyzing risking-factor of given autos with respect to given attributes of automobile. By such problem I will get analytical, statistical and in-depth visualization for analysis of given automobile. It would help for customers as well as for vendors in understanding multi- automobile characteristics in comprehensible way. How (precisely) will a data mining solution address the business problem? Data mining is having such techniques and algorithms that helpful in finding analytics from given data set, and helps in finding association…show more content…
Note: Several of the attributes in the database could be used as a "class" attribute. This data set having 205 instances and 26 attributes. Attributes are of type categorical, Integer and Real. This is multivariate data set. Attribute Information: Attribute: Attribute Range 1. symboling: -3, -2, -1, 0, 1, 2, 3. 2. normalized-losses: continuous from 65 to 256. 3. make: alfa-romero, audi, bmw, chevrolet, dodge, honda, isuzu, jaguar, mazda, mercedes-benz, mercury, mitsubishi, nissan, peugot, plymouth, porsche, renault, saab, subaru, toyota, volkswagen, volvo 4. fuel-type: diesel, gas. 5. aspiration: std, turbo. 6. num-of-doors: four, two. 7. body-style: hardtop, wagon, sedan, hatchback, convertible. 8. drive-wheels: 4wd, fwd, rwd. 9. engine-location: front, rear. 10. wheel-base: continuous from 86.6 120.9. 11. length: continuous from 141.1 to 208.1. 12. width: continuous from 60.3 to 72.3. 13. height: continuous from 47.8 to 59.8. 14. curb-weight: continuous from 1488 to 4066. 15. engine-type: dohc, dohcv, l, ohc, ohcf, ohcv, rotor. 16. num-of-cylinders: eight, five, four, six, three, twelve, two. 17. engine-size: continuous from 61 to 326. 18. fuel-system: 1bbl, 2bbl, 4bbl, idi, mfi, mpfi, spdi, spfi. 19. bore: continuous from 2.54 to 3.94. 20. stroke: continuous from 2.07 to 4.17. 21. compression-ratio: continuous from 7
Open Document