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nature and classifiers
Depending on the precise nature of the probability model, naive Bayes classifiers can be trained very efficiently in a supervised learning setting.

nature and their
John Adams asserted in the Continental Congress' Declaration of Rights that the demands of the colonies were in accordance with their charters, the British Constitution and the common law, and Jefferson appealed in the Declaration of Independence `` to the tribunal of the world '' for support of a revolution justified by `` the laws of nature and of nature's God ''.
And although these insights into the nature of art may be in themselves insufficient for a thoroughgoing philosophy of art, their peculiar authenticity in this day and age requires that they be taken seriously and gives promise that from their very substance, new and valid chapters in the philosophy of art may be written.
Into the texture of this tapestry of history and human drama Henrietta, as every artist delights to do, wove strands of her own intuitive insights into human nature and -- especially in the remarkable story of the attraction and conflict between two so disparate and fervent characters as this pair -- into the relations of men and women: `` In their relations, she was the giver and he the receiver, nay the demander.
Perhaps the mere fact that by plucking on the nerves nature can awaken in the most ordinary of us, temporarily anyway, the sleeping poet, and in poets can discover their immortality, is the most remarkable of all the remarkable phenomena to which we can attest??
As a group they should be favorable to a concept of gradual Germanic infiltration although the specialist nature of much of their work, e.g. Seebohm, Gray and Finberg, tends to obscure their sympathies.
After a dinner party for which she had come down to New York, Mrs. Lewis and Casanova arrived to see them off, and Elinor Wylie made tart observations that indicated that Lewis had been less discreet than he had promised to be about the real nature of their separation.
Indeed, again and again, the space merchants confirm the prediction of the humanists that the conditioners and behavioral scientists, once they have seen through human nature, will have nothing except their impulses and desires to guide them.
What is in doubt as the free Germans and their allies consider the voting trends is the nature of the coalition that will result.
It was recognized that skywave signals, because of their reflected nature, are of great variability and subject to wide fluctuations in strength.
There is little evidence that they are giving any systematic thought to a general theory of the optimum scope and nature of their part in government.
The law of nature governed sovereigns in their relationship to their own citizens, to foreigners, and to each other in a conceptually unified system.
Philosophic systems, by the very nature of their completeness, are overthrown by rival systems.
Wavy lines, feather-like patterns, rosettes of indefinitely floral nature, birds either singly or in stylized rows, animals in solemn frieze bands ( see Plates 11 - 12 ) -- all these turned up in the more developed fabrics as preliminary signs that the potters were broadening their gaze.
He sucked in his breath and kept quiet while Killpath laid down the sheet again, wound the gold-wire stems of his glasses around his ears and then, eying the report as it lay before him on the desk, intoned, `` Acting Lieutenant Gunnar Matson one failed to see that the station keeper was properly relieved two absented himself throughout the entire watch without checking on the station's activities or the whereabouts of his section sergeants three permitted members of the Homicide Detail of the Inspector's Bureau to arrogate for their own convenience a patrolman who was thereby prevented from carrying on his proper assignment four failed to notify the station commander Acting Captain O. T. Killpath of a homicide occurring in the district five frequented extralegal establishments known as after-hours spots for purposes of an unofficial and purportedly social nature and six '' -- he leaned back and peeled off his glasses `` -- failed to co-operate with the Acting Captain by returning promptly when so ordered.
But one wishes, when the appetite is whetted, as it was in the case of the all-too-brief excerpt from the Blomdahl opera, that further opportunity would be provided both for hearing the works in their entirety and for a closer analytical look at the sense and nature of the compositions.
Others suggest the alphabet was developed in central Egypt during the 15th century BC for or by Semitic workers, but only one of these early writings has been deciphered and their exact nature remains open to interpretation.
* Philology, which studies the evidence in language families for their primitive locations and the nature of their cultures.
At the American publisher's insistence, Burgess allowed their editors to cut the redeeming final chapter from the U. S. version, so that the tale would end on a darker note, with Alex succumbing to his violent, reckless nature — an ending which the publisher insisted would be ' more realistic ' and appealing to a U. S. audience.
Thus a colonial bishop and colonial diocese was by nature quite a different thing from their counterparts back home.
Puebloan tradition holds that the ancestors had achieved great spiritual power and control over natural forces, and used their power in ways that caused nature to change, and caused changes that were never meant to occur.
Possibly, the dismantling of their religious structures was an effort to symbolically undo the changes they believed they caused due to their abuse of their spiritual power, and thus make amends with nature.

nature and constructions
* Universal constructions are functorial in nature: if one can carry out the construction for every object in a category C then one obtains a functor on C. Furthermore, this functor is a right or left adjoint to the functor U used in the definition of the universal property.
The term to shit-talk connotes bragging or exaggeration ( whereas to talk shit primarily means to gossip someone in a damaging way or to talk in a boastful way about things which are erroneous in nature ), but in such constructions as the above, the word shit often functions as an interjection.
Like all universal constructions, the formation of limits and colimits is functorial in nature.
where the self referential nature of the respective constructions is explicitly discussed,
However, many surface phenomena in music that appear to be chords are not actually representative of Stufen themselves but are voice-leading constructions of a passing nature whose real function is the prolongation of some other Stufe.
The tension between a spoken vernacular and a literary form of the language worked both ways, the poetry of literature can be seen to have " various degrees of vernacular overlay " and also the oral folk poetry sometimes were " filled with literary phrases and constructions ", perhaps due to the prestigious nature of the written language.
He reigned only fifteen years, which is evidenced by the incomplete nature of many of his constructions.
While institutions tend to appear to people in society as part of the natural, unchanging landscape of their lives, study of institutions by the social sciences tends to reveal the nature of institutions as social constructions, artifacts of a particular time, culture and society, produced by collective human choice, though not directly by individual intention.
A townhouse in the northeast refers to newer constructions of terraced houses, of suburban nature, especially.
Since the t ' i-yung or " essence-function " construction is originally used by East Asian Buddhists to show a non-dualistic and non-discriminate nature in their enlightenment experience, it should not exclude any other frameworks such as neng-so or " subject-object " constructions.
Three of these Ages are Amateria, a mechanical Age in the middle of a vast sea ; Edanna, a world of preserved nature, with abundant plant and animal life ; and Voltaic, a dusty island riddled with canyons filled with man-made constructions.
Their experimental nature can be discerned by the different shapes of each of the three reflectors: one is a long, curved wall about 5 m high by 70 m long, while the other two are dish-shaped constructions approximately 4 – 5 m in diameter.
He says, " All of the elements of a good novel are present, plot ; beginning, middle, ending ; dramatic crescendo ; fully developed characters ; complex constructions of narrative perspective ; and, despite Miller ’ s graphic style, not so black-and-white socially troubling questions about the nature of good and evil, justice, and redemption.
:* What is strictly local law: the state's positive statutes ; constructions thereof adopted by state courts ; and rights and titles to things having a permanent locality, e. g. to real estate and other matters immovable and intra-territorial in their nature and character.
The ironic constructions following from the conflict between the ' young ' protagonist ( who is never named ) and the ' old ' drive much of the underlying points of the novella, namely the nature of wisdom, experience and maturity.

nature and allows
For alcoholics, but not generally, it allows the use of mustum ( grape juice in which fermentation has begun but has been suspended without altering the nature of the juice ), and it holds that, " since Christ is sacramentally present under each of the species, communion under the species of bread alone makes it possible to receive all the fruit of Eucharistic grace.
We have all a certain part to play in the world, and we have done enough when we have performed what our nature allows.
hydrophobic or amphiphilic small molecules ; the amphiphilic nature of some lipids allows them to form structures such as vesicles, liposomes, or membranes in an aqueous environment.
The complex nature of this order parameter allows for many parallels between nematic to smectic phase transitions and conductor to superconductor transitions.
The patchy nature of these fluidic landscapes allows for the study of adapting bacterial cells in a metapopulation system.
However, the abstract formalization of the group axioms, detached as it is from the concrete nature of any particular group and its operation, allows entities with highly diverse mathematical origins in abstract algebra and beyond to be handled in a flexible way, while retaining their essential structural aspects.
The continuous nature of the rotary action allows for an incredibly high cyclic rate of fire, often several thousand rounds per minute.
Password aging may be required because of the nature of IT systems the password allows access to ; if personal data is involved the EU Data Protection Directive is in force.
However, the unified nature of spacetime and the freedom of coordinate choice it allows imply that to express the temporal coordinate in one coordinate system requires both temporal and spatial coordinates in another coordinate system.
Their decentralized nature allows them, in principle, to disseminate needed information across an organization more rapidly and more cheaply than a centrally controlled knowledge repository.
Biddulph ( 2010 ) has explained this by applying techniques from deterministic chaos to non-chaotic systems, in particular a computable version of Palmer's Universal Invariant Set proposition ( 2009 ), which allows the apparent weirdness of quantum phenomena to be explained as artefacts of the quantum apparatus not a fundamental property of nature.
The informal nature of everyday language allows for multiple interpretations of the paradox.
In each case, where general relativity fails as the curvature of space-time invokes singularities from its equations at t = 0, the statistically " gray " nature of quantum cosmology tends to allow a scientific rationale to account for each paradox, and in so doing allows for a scientific perspective on previously theistic terrain.
Proponents of a legal market for organs say that the black-market nature of the current trade allows such tragedies and that regulation of the market could prevent them.
The often informal nature of female social capital allows women to politicize apolitical environments without conforming to masculine standards, thus keeping this activity off the radar.
This posture allows Foucault to denounce a priori concepts of the nature of the human subject and focus on the role of discursive practices in constituting subjectivity.
The consideration of the Poynting vector in static fields shows the relativistic nature of the Maxwell equations and allows a better understanding of the magnetic component of the Lorentz force, q ( v × B ).
These researchers argue that the combinatorial nature of transcriptional regulation allows a rich substrate for morphological diversity, since variations in the level, pattern, or timing of gene expression may provide more variation for natural selection to act upon than changes in the gene product alone.
In classical ionization, an electron must have enough energy to make it over the potential barrier, but quantum tunneling allows the electron simply to go through the potential barrier instead of going all the way over it because of the wave nature of the electron.
The solid-state nature of TFEL allows for a very rugged and high-resolution display fabricated even on silicon substrates.
Smith's naïve and honest nature allows the unforgiving Washington press to take advantage of him, quickly tarnishing Smith's reputation with ridiculous front page pictures and headlines branding him a bumpkin.
There is some controversy in physics as to whether such uncertainty is an irreducible property of nature or if there are " hidden variables " that would describe the state of a particle even more exactly than Heisenberg's uncertainty principle allows.
Due to his kind nature and naivete, he allows himself to be deprived of all his money and arrives at the cousin's home penniless.
Plantinga has also developed a more comprehensive epistemological account of the nature of warrant which allows for the existence of God as a basic belief.

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