نتایج جستجو برای: boosted regression tree
تعداد نتایج: 486692 فیلتر نتایج به سال:
Abstract Air pollution is currently becoming a significant global environmental issue. The sources of air in Malaysia are mobile or stationary. Motor vehicles one the sources. Stationary originated from emissions caused by urban development, quarrying and power plants petrochemical. most noticeable contaminant Peninsular particulate matter (PM 10 ), highest contributor Pollution Index (API) com...
Chronic overfishing has depleted numerous elasmobranch stocks in the North East Atlantic, but addressing this issue has been hampered by management complications and lacking data. Spatial management approaches have thus been advocated. This work presents a novel application and further development of an advanced spatial modeling technique to identify candidate nursery grounds and spawning areas...
This study proposed an exhaustive stable/reproducible rule-mining algorithm combined to a classifier to generate both accurate and interpretable models. Our method first extracts rules (i.e., a conjunction of conditions about the values of a small number of input features) with our exhaustive rule-mining algorithm, then constructs a new feature space based on the most relevant rules called ”loc...
The leishmaniases are vector-borne diseases that have a broad global distribution throughout much of the Americas, Africa, and Asia. Despite representing a significant public health burden, our understanding of the global distribution of the leishmaniases remains vague, reliant upon expert opinion and limited to poor spatial resolution. A global assessment of the consensus of evidence for leish...
Comment: This is the final submitted manuscript for this paper, without further corrections. It has been reformatted for efficient printing. For a pdf of the final Blackwell publishing version please email Jane Elith SUMMARY 1. Ecologists use statistical models for both explanation and prediction, and need techniques that are flexible enough to express typical features of their data such as non...
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