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I have code doing the object-based classification.

https://code.earthengine.google.com/7ab0276a205e9157c2681b8341db6ab4

However, I encounter this error

Error generating chart: Image.reduceRegion: Too many pixels in the region. Found 104779808, but only 10000000 allowed

Can you suggest me any different methodology?

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Earth engine has a parameter "maxPixels. By default it is 10000000 but you can set this higher or lower if you need it. I think changing this value will fix it

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