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This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using naive bayes.

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sanjushasuresh/NAIVE-BAYES-ASSIGNMENT-12

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Prepare a classification model using Naive Bayes for salary data

Data Description:

age -- Age of a person
workclass -- A work class is a grouping of work
education -- Education of an Individual
maritalstatus -- Marital status of an Individula
occupation -- Occupation of an Individual
relationship -- Relationship of an Individual
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 worked per week
native -- Native of an individual
Salary -- Salary of an individual

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This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using naive bayes.

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