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While this sampling approach allowed us to validate the extremely randomized trees models effectiveness (81% accuracy), the relatively small sample size raises inherent concerns about machine learning applications in limited-data contexts, including potential overfitting risks and instability in feature importance rankings

The complexity of international regulations means that smoking policies may change multiple times during a single international flight as the aircraft transits different jurisdictions and airspace authorities

"There's not one perfect solution to this problem," Anderson said

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3 , 4 According to the estimates of the IHME about 13% of deaths worldwide was the result of direct smoking in 2017