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I have to forecast future utilisation of my emplyees based on their past data based on zone,slot.

Here zone and slot is the 2 features i wanted to include while forecasting.Any suggestions how to proceed.

data looks as like

dt          zone    slot       utilization
--          ----    -----      -----------
2019-06-23  236    1        87.018695

2019-07-07  218    3        37.497308

2019-07-08  218    2        49.132561

python is the programming language we are using here.

user11571614
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1 Answers1

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Maybe you can give some more details? You're saying you want to forecast the utilization parameter, by using zone and slot features. Then you proceed to say zone and 'hour'? What is 'hour'?

To answer your question, this type of problem could be considered a regression-problem, since you want to estimate a numerical value 'utilization'. What language are you working with? For Python, the scikit library has some easy to implement regression models.

Also, if you consider your explanatory features zone and slot to be categorical features you'd probably need to dummy encode them.

Bjarke Kingo
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