The machine-learning paradigm calls instead for using general learning algorithms — often, although not always, grounded in statistical inference — to automatically learn such rules through the analysis of large corpora of typical real-world examples.

Ukraine did not experience the restorationist paradigm typical of some other post-Soviet nations, including the Baltic states, although the multifaceted history of independence, the Orthodox Church in Ukraine, Soviet-era repressions, mass famine, and World War II collaboration were used to provide a different constitutive frame for the new Ukrainian nation.

Another Unix breakthrough was to automatically associate input and output by default — the program ( and programmer ) did absolutely nothing to establish input and output for a typical input-process-output program ( unless it chose a different paradigm ).

In the typical paradigm, a rat or mouse is placed into a small pool of water — back-end first to avoid stress, and facing the pool-side to avoid bias — which contains an escape platform hidden a few millimeters below the water surface.

I do not think that my experience would be typical for Southerners living in the North.

A few months ago it was a fairly typical landlord who in the dead of night lugged me up a mountainside to drink from a spring famous in the neighborhood for its clarity and flavor.

Undoubtedly even the old Southern stalwart Richmond has felt the new wind: William Styron mentions in his latest novel an avenue named for Bankhead McGruder, a Civil War general, now renamed, in typical California fashion, `` Buena Vista Terrace ''.

And if I have gone into so much detail about so small a work, that is because it is also so typical a work, representing the germinal form of a conflict which remains essential in Mann's writing: the crude sketch of Piepsam contains, in its critical, destructive and self-destructive tendencies, much that is enlarged and illuminated in the figures of, for instance, Naphta and Leverkuhn.

Altogether, the list will give us considerable variety in attitudes and some typical ones, for these critics range all the way from censors to those who consider art above ethics, all the way from Plato to Poe.

But I've got news for Krim: he's not typical, he's pretty special.

The Miss Rhode Island Pageant is sponsored by the Rhode Island Junior Chamber of Commerce as a part of the nation-wide search for the typical American girl -- a Miss America from Rhode Island.

Although Mr. Brown was not himself its inventor ( it was a French idea ), it is typical that his intuition first conceived the importance of mass producing this basic tool for general use.

According to one major producer, materials for a typical plastic sign are approximately 25% less costly than for a comparable neon unit.

I asked Quasimodo recently how he accomplished this, and he replied that he had painted his model `` a beautiful shade of red and then had her breathe on the canvas '', which was his typical tongue-in-cheek way of chiding me for my lack of sensitivity.

Thus, the dotted line shown in figure 4 was taken as typical for the temperature distribution for all blowing rates.

It was possible to make estimates of the quantum yield by observing the extent of reduction of a uranyl oxalate actinometer solution illuminated for a known time in a typical reaction cell and making appropriate conversions based on the differences in the absorption spectra of uranyl oxalate and of chlorine, and considering the spectral distribution of the light source.

For example, the level of improvement noted in a recent experiment with a short course of immediate treatment for parent-child relationship problems compared favorably with the results reported by typical child guidance clinics where the hours spent in purely diagnostic study may equal or exceed the number of hours devoted to actual treatment interviews in the experimental project.

The parent was asked to describe the child's typical behavior in certain standard situations in which there was an opportunity to observe tendencies toward perfectionism in demands upon self and others, irrational conformity to rules, orderliness, punctuality, and need for certainty.

The reason for the value of this procedure was simply that the applicants were tested `` at work '' in different situations by the judgment of a number of experts who could see how the salesmen conducted themselves with different, but typical restaurant owners and managers.

Still existing on a `` Northern Union '' telegraph form is a typical peremptory message from Peru grocer J. J. Hapgood to Burton and Graves' store in Manchester -- `` Get and send by stage four pounds best Porterhouse or serloin stake, for Mrs. Hapgood send six sweet oranges ''.

In his minor way Charles Arthur Shires was perhaps more typical of his era than Ruth was, for he was but one of many young men who laid waste their talents in these Scott Fitzgerald days for the sake of earning space in the newspapers.

And please it did, in every sense of the word, for it had the audience shouting much of the time in a manner far from typical of London audiences.

Viennese, the Austro-Bavarian dialect of Vienna, is most frequently used in Germany for impersonations of the typical inhabitant of Austria.

According to an OSCE survey, a typical Armenian migrant worker is a married man aged between 41 and 50 years who " began looking for work abroad at the age of 32-33.

A typical solution for malicious applets is to make the web browser to monitor applets ' activities.

The Fermi temperature is defined as this maximum energy divided by Boltzmann's constant, and is of the order of 80, 000 K for typical electron densities found in metals.

< div class =" thumbcaption "> Parts of typical classical guitars, numbered </ div >

While Machiavelli's approach had classical precedents, it has been argued that it did more than just bring back old ideas, and that Machiavelli was not a typical humanist.

The first is a typical classical orchestra ( i. e. Beethoven / Haydn ), the second is typical of an early / mid-romantic ( i. e. Brahms / Dvořák / Tchaikovsky ), late romantic / early 20th century ( i. e. Wagner / Mahler / Stravinsky ), to the common complement of a present day modern orchestras ( i. e. Adams / Barber / Copland / Glass ).

In the 1990s and early 2000s, new enzymes from this family were discovered that did not follow all the classical criteria of this enzyme class, and new subfamily nomenclature was developed to divide this large family into subcategories based on deviations from typical characteristics of type II enzymes.

Other targets of satire, as would become typical in Offenbach's burlesques, are the stilted performances of classical drama at the Comédie Française and the scandals in society and politics of the Second French Empire.

The typical farming family, even in classical times, barely produced enough to satisfy its own needs.

The typical construction is a one-piece body and neck, classical guitar style peghead and machine tuners ( occasionally positioned perpendicular to the headstock ), spruce top, and some degree of ornamentation.

NMS induced by atypical drugs also resembles " classical " NMS ( induced by " typical " antipsychotic drugs ), further casting doubt on the overall superiority of these drugs.

Ma with Condoleezza Rice after performing a duet at the presentation of the 2001 National Medal of Arts and National Humanities Medal Awards. Ma has been referred to as " omnivorous " by critics, and possesses a more eclectic repertoire than is typical for classical musicians.

The play is a satire on the social and political life of classical Athens during the Peloponnesian War and in this respect it is typical of all the dramatist's early plays.

Schism Tracker with a classical ASCII based GUI, typical for trackers of the 80s and 90s, playing a module by Finnish composer Peter Hajba | Skaven

It was rebuilt after 1696 in a typical French classical style by Ventabren, an architect, who gave it its unique feature for a sea port.

Their structure is additive in nature, however, and does not exhibit the thematic development so typical of the Viennese classical style.

An improvisatory technique, which was typical of old classical Arabic singing, and which she wonderfully executed for as long as she could have ( both her regressing vocal abilities with age and the increased Westernization of Arabic music became an impediment to this art ), was to repeat a single line or stance over and over, subtly altering the emotive emphasis and intensity and exploring one or various musical modal scales ( maqām ) each time to bring her audiences into a euphoric and ecstatic state known in Arabic as " tarab " طرب.

But although he avoided the classical marbles typical of the well-educated English collector, much of his collection was of 18th century French furniture and decorative arts, then enormously highly priced compared to paintings by modern standards.

His style in it, as elsewhere, is in striking contrast to that of the typical classical scholar, and accords with his conviction that the true aim of scholarship is " that which is.

Image: Clupeaharenguslarvaeinsitukils. jpg | Very young larvae of Atlantic herring in the typical oblique swimming position-the animal in the upper right in the classical S-shape of the beginning phase of an attack of probably a copepod-the remains of the yolk is very well visible in the transparent animal in the middle

The roof of a typical Chinese building is curved ; there are strict classifications of gable types, comparable with the classical orders of European columns.

In 1939, Government House was again extensively renovated and expanded in the " stripped classical style " typical of Canberra ’ s early public buildings, to a design by E. H. Henderson, Chief Architect of the Works and Services Branch of the Department of the Interior.

Unlike what is typical practice in classical music, the concerto includes sections where McLaughlin improvises.

The prefix “ typical ” is to differentiate them from atypical absences rather than to characterise them as " classical " or characteristic of any particular syndrome.

She was one of the best-known poets of her day, at least in the colonies, and her poems were typical of New England culture at the time, meditating on religious and classical ideas.

Kriti is a format of a musical composition typical to Carnatic music, an Indian classical music style.