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Page "Chemometrics" ¶ 15
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Supervised and are
Supervised Agricultural Experience ( SAE ) programs are designed to broaden the students abilities and experience in different fields of agriculture.
* Supervised learning generates a function that maps inputs to desired outputs ( also called labels, because they are often provided by human experts labeling the training examples ).
Supervised injection sites ( SIS ) ( also known as supervised injection facilities, safe injection site safer injection facility ( SIF ), drug consumption facility ( DCF ) or medically supervised injection center ( MSIC )) are legally sanctioned and medically supervised facilities designed to reduce nuisance from public drug use and provide a hygienic and stress-free environment for illicit drug users when consuming drugs, mostly injecting drug use.
Supervised learning, unsupervised learning and semi-supervised learning ( aka learning with missing values ) can all be handled by simply fixing the values of all variables whose values are known, and sampling from the remainder.
Today they are known as De La Salle Supervised Schools.
Supervised children's activities are available for adults who want privacy or free time to explore the resort on their own.
Officers assigned to Supervision Units supervise felons convicted of federal crimes who are released into society on either Supervised Release or Probation.

Supervised and training
Supervised learning is the machine learning task of inferring a function from labeled training data.
Supervised learning assumes that a set of training data ( the training set ) has been provided, consisting of a set of instances that have been properly labeled by hand with the correct output.
Supervised learning involves learning from a training set of data.

Supervised and is
Track 1 is credited to be " Supervised by J Dilla ".
Australian fresh beef which is prepared under supervision of the Government Supervised Muslim Slaughter System ( AGSMS ) is imported into Malaysia and that beef is halal.
Supervised activity programs, decreasing mechanical stress with braces and adaptive equipment is recommended.
Supervised text summarization is very much like supervised keyphrase extraction.

Supervised and develop
Local chapters participate in Career Development Events ( individually and as a team ), each student has a Supervised Agricultural Experience program ( SAE ), and participates in many conferences and conventions to develop leadership, citizenship, patriotism and excellence in agriculture.

Supervised and .
Supervised by Leonard Kleinrock, Kline transmitted from the university's SDS Sigma 7 Host computer to the Stanford Research Institute's SDS 940 Host computer.
Supervised Community Treatment orders means people can be discharged to the community on a conditional basis, remaining liable to recall to hospital if they break the conditions of the community treatment order.
Supervised by Jimm Tubb, the factory fulfilled the Sears order.
Supervised by his father, Georg Forster first took up the studies of zoology and botanics of the southern seas, mostly by drawing animals and plants.
* Huang, Te-Ming ; Kecman, Vojislav ; and Kopriva, Ivica ( 2006 ); Kernel Based Algorithms for Mining Huge Data Sets, in Supervised, Semi-supervised, and Unsupervised Learning, Springer-Verlag, Berlin, Heidelberg, 260 pp. 96 illus., Hardcover, ISBN 3-540-31681-7
Supervised exercise programs have been recommended to lessen the risks of extended inactivity.
Supervised by John Rawls, Nagel has been a long-standing proponent of a Kantian and rationalist approach to moral philosophy.
( 2006 ), Kernel Based Algorithms for Mining Huge Data Sets, Supervised, Semi-supervised, and Unsupervised Learning, Springer-Verlag, Berlin, Heidelberg, 260 pp. 96 illus., Hardcover, ISBN 3-540-31681-7.
Police corruption and street crime in the Kings Cross district of Sydney, prompted the Wood Royal Commission to recommend the opening of a injection facility in the area, with the Sydney Medically Supervised Injecting Centre ( MSIC ) opening in May, 2001.
“ The reviews concluded that the rooms contributed to improved public and client health and reductions in public nuisance but stressed the limitations of the evidence and called for further and more comprehensive evaluation studies into the impact of such services .” To that end, the two non-European injecting facilities, Australia ’ s Sydney Medically Supervised Injecting Centre ( MSIC ) and Canada ’ s Vancouver Insite Supervised Injection Site have had more rigorous research designs as a part of their mandate to operate.
Supervised control was based on a sound knowledge of the ecology and analysis of projected trends in pest and natural-enemy populations.
Supervised control formed much of the conceptual basis for the " integrated control " that University of California entomologists articulated in the 1950s.
Supervised by Kleinrock, Kline transmitted from the university's SDS Sigma 7 host computer to the Stanford Research Institute's SDS 940 host computer.
Supervised and designed primarily by Akifumi Kaneko and Takashi Fukushima, 1996's Wild Arms, while still retaining traditional two-dimensional characters and backgrounds, became one of the first role-playing titles released to showcase 3D battle sequences.
The " Special Effects Supervised by " credit was given out of respect, since he was still the head of the Visual Effects Department.

multivariate and classification
Many early applications involved multivariate classification, numerous quantitative predictive applications followed, and by the late 1970s and early 1980s a wide variety of data-and computer-driven chemical analyses were occurring.
The techniques employed in chemometrics are similar to those used in other fields – multivariate discriminant analysis, logistic regression, neural networks, regression / classification trees.
It is closely related to Hotelling's T-square distribution used for multivariate statistical testing and Fisher's Linear Discriminant Analysis that is used for supervised classification.
Another approach is numerical classification, also called ordination, where soil individuals are grouped by multivariate statistical methods such as cluster analysis.
Later work for the multivariate normal distribution allowed the classifier to be nonlinear: several classification rules can be derived based on slight different adjustments of the Mahalanobis distance, with a new observation being assigned to the group whose centre has the lowest adjusted distance from the observation.
Booth developed the idea of ' classifying neighborhoods ', exemplified by his multivariate classification of the 1891 UK Census data to create a generalized social index of London ’ s ( then ) registration districts.

multivariate and techniques
Multivariate calibration techniques such as partial-least squares regression, or principal component regression ( and near countless other methods ) are then used to construct a mathematical model that relates the multivariate response ( spectrum ) to the concentration of the analyte of interest, and such a model can be used to efficiently predict the concentrations of new samples.
The main advantages of the use of multivariate calibration techniques is that fast, cheap, or non-destructive analytical measurements ( such as optical spectroscopy ) can be used to estimate sample properties which would otherwise require time-consuming, expensive or destructive testing ( such as HPLC-MS ).
For example near-infrared spectra, which are extremely broad and non-selective compared to other analytical techniques ( such as infrared or Raman spectra ), can often be used successfully in conjunction with carefully developed multivariate calibration methods to predict concentrations of analytes in very complex matrices.
The body of statistical techniques that are used in economics is referred to as econometrics, and involves substantial use of multivariate regression analysis.
Modern social structural analysis takes this into account through multivariate analysis and other techniques, but the analytic problem of how to combine various aspects of social life into a whole remains.
Careful development of a set of calibration samples and application of multivariate calibration techniques is essential for near-infrared analytical methods.

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