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How to determine the most important factor for a particular scenario?

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@will_xi wrote:

the question was confuse me some days .

one day, the orders decline 1 million base on a week ago, and we have lots dimensions to analyse the decline, such as area,product,fee,sales type and so…

so how to determine which dimension was the most important dimension that have driven the decline?

and i have try use decision tree, however , didn’t performance good.

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