added data preprocessing tool

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likileads 4 years ago committed by GitHub
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## Dataset
Dataset is of retail company that collected data from their customers wheather or not they purchased some product.
Each row belong to different customers and includes customer name, age, salary and wheather or not they purchased some product (YES or NO).
x --> freatures (first three colums) </br>
y --> dependent variable vector (last column)

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Country,Age,Salary,Purchased
France,44,72000,No
Spain,27,48000,Yes
Germany,30,54000,No
Spain,38,61000,No
Germany,40,,Yes
France,35,58000,Yes
Spain,,52000,No
France,48,79000,Yes
Germany,50,83000,No
France,37,67000,Yes
1 Country Age Salary Purchased
2 France 44 72000 No
3 Spain 27 48000 Yes
4 Germany 30 54000 No
5 Spain 38 61000 No
6 Germany 40 Yes
7 France 35 58000 Yes
8 Spain 52000 No
9 France 48 79000 Yes
10 Germany 50 83000 No
11 France 37 67000 Yes

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