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The widely used random forest algorithm [ 29] is used as the classifier because random forest is robust and accurate and can be applied to both linearly and nonlinearly classified situations.
The highly detailed Indian Famine Code of 1883 classified situations of food scarcity according to a scale of intensity, and it laid out a series of steps that governments were obligated to take in the event of a famine.
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Intelligent surveillance systems should be able to carry out an exhaustive analysis from multi-sensor information according to multiple events of interest in order to classify situations as normal or abnormal.
We proposed the two orthogonal dimensions of "intentionality" and "awareness", as attributed to the observed protagonist's actions, to classify situations into four distinctive categories.
Marcilly et al. [ 36] proposed an approach to classify situations related to drug prescription and tried to identify the "right moment" of alerting (for example, do not alert if a drug-related lab value is normal and sufficiently monitored).
These can be classified as situations in which the reference wind velocity is clearly below the design value but the characterization of the aerodynamic forces challenged by either the presence of an adverse weather condition (deposit of freezing precipitation) or the eccentric loading transferred to the main system through non-structural elements (e.g., luminaire installed at the top of the unit).
The development of ambient intelligence environments has become a complex task and faces several challenges due to improved sensing possibilities and new fields of application, like detecting activities of daily living or classifying situations.
If the information in that memo Comey gave to his friend was classified, the situation changes.
The acting governor, Francisco Dornelles, classified the situation in the Official Gazette as a "financial calamity" that could prevent "the fulfilment of the obligations as a result of the Olympic and Paralympic Games Rio 2016".
The Japanese authorities have classified the situation as a level 4 "accident with local consequences" on the International Nuclear and Radiological Event Scale.The scale runs from zero for a deviation in normal operations to seven for a major accident.
One issue that he raised was that in response to the outbreak in West Africa, President Obama classified the situation as a matter of national security rather than a public health issue.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com