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The French tradition that moved, and still moves, pragmatic questions about specific instances into a parallel paper universe in which the general theoretical question — the model — is what matters most had failed its makers.
Yet she also manages to imbue her work with a finely calibrated sense of respect and tenderness, transforming what can seem perilously close to exploitation in some instances into a poignant meditation on a certain kind of loneliness, and the longing that accompanies it.
It deals with missing values by splitting instances into pieces.
The prediction is done as classification of instances into coarse lower or higher-than-average classes.
Several supervised learning algorithms are suited to classify instances into a multiclass value space.
They divide the instances into intervals and then merge adjacent intervals based on (chi ^2) distribution.
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Even massive historical change is translated into these terms the Russian Revolution, for instance, into Communist-Futurism, Constructivism, Socialist Realism.
This, along with its lower moisture levels, takes making brown butter, for instance, into a less combustible realm.
The government wants to let foreign companies go into life insurance, which should in time mean extra savings that could go, for instance, into infrastructure.
Another technique employs "automatic" learning to classify sensor inputs for instance, into objects or situations or to translate sensor states directly into desired behaviour.
(Contrary to common lore, officials at Ellis Island rarely outright changed immigrant names but often transliterated them — from Cyrillic script, for instance, into the Latin alphabet).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com