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Partial dependence

kimjonghyun
Level 1
Partial dependence

After modeling the dataset, i can see L2 regression in the result, and as i understand Partial dependence can show relation between target and value(what i decide), and when i see them, ok i understand what's gonna happend between values, but i don't know whether i see and change the values, the other values are fixed or just become 0. 

 

 sorry for my explanation, but i really want to know, i put the weather data(South Korea) and my target is Rain, and value of my decided is Humidity, then i can see the histogram graph, but during i compute i woder the other hPA, Windspeed or others are just fixed or become 0.

 

Thank you for reading about my question and hope you can understand and explain for me easily

 

Thank you 

 

Regard

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