https://github.com/patilsukanya/assignment-17-support-vector-machine

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Salary_Data_Train, Salary_Data_Test & ForestFires

README

## Assignment-17-Support-Vector-Machine

### Problem Statement For Salary Data

### 1) Prepare a classification model using SVM for salary data

Data Description:

age -- age of a person

workclass -- A work class is a grouping of work

education -- Education of an individuals

maritalstatus -- Marital status of an individulas

occupation -- occupation of an individuals

relationship --

race -- Race of an Individual

sex -- Gender of an Individual

capitalgain -- profit received from the sale of an investment

capitalloss -- A decrease in the value of a capital asset

hoursperweek -- number of hours work per week

native -- Native of an individual

Salary -- salary of an individual

### Problem Statement For ForestFires

classify the Size_Categorie using SVM

month month of the year: 'jan' to 'dec'

day day of the week: 'mon' to 'sun'

FFMC FFMC index from the FWI system: 18.7 to 96.20

DMC DMC index from the FWI system: 1.1 to 291.3

DC DC index from the FWI system: 7.9 to 860.6

ISI ISI index from the FWI system: 0.0 to 56.10

temp temperature in Celsius degrees: 2.2 to 33.30

RH relative humidity in %: 15.0 to 100

wind wind speed in km/h: 0.40 to 9.40

rain outside rain in mm/m2 : 0.0 to 6.4

Size_Categorie the burned area of the forest ( Small , Large)