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Books on the topic 'Evaluation of extreme classifiers'

Author: Grafiati

Published: 25 May 2024

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1

Margineantu, Dragos D. Bootstrap methods for the cost-sensitive evaluation of classifiers. [Corvallis, OR: Oregon State University, Dept. of Computer Science, 2000.

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2

Research, United States Office of Federal Coordinator for Meteorological Services and Supporting. Report on wind chill temperature and extreme heat indices: Evaluation and improvement projects. Washington, D.C: U.S. Department of Commerce, National Oceanic and Atmospheric Administration, Office of the Federal Coordinator for Meteorological Services and Supporting Research, 2003.

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3

Khan, S. M. Zubair Ali., Proshikhsan Shikhsa Kaj (Organization : Bangladesh), Proshikhsan Shikhsa Kaj (Organization : Bangladesh). Impact Monitoring and Evaluation Cell., and Great Britain. Dept. for International Development, Bangladesh., eds. Inclusion of the extreme poor to PROSHIKA activities. Dhaka: Impact Monitoring and Evaluation Cell, PROSHIKA, 2003.

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4

Matin, M. A. Risk assessment and evaluation of probability of extreme hydrological events: Case study from Noakhali Sadar and Subarnachar Upazilas. Dhaka: IUCN Bangladesh Country Office, 2008.

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5

Matin, M. A. Risk assessment and evaluation of probability of extreme hydrological events: Case study from Noakhali Sadar and Subarnachar Upazilas. Dhaka: IUCN Bangladesh Country Office, 2008.

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6

Daishinpuku jishindō to kenchikubutsu no taishinsei hyōka: Kyodai kaikōgata jishin, nairiku jishin ni sonaete = Extreme ground motions and seismic performance evaluation of buildings : how to prepare for mega subduction and inland earthquakes. Tōkyō-to Minato-ku: Nihon Kenchiku Gakkai, 2013.

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7

The Evaluation of Competing Classifiers. Storming Media, 2000.

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8

Meacham, Brian J. Extreme Event Mitigation in Buildings; Analysis and Design. National Fire Protection Association, 2006.

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9

Evaluation in the Extreme: Research, Impact and Politics in Violently Divided Societies. SAGE Publications India Pvt, Ltd., 2015.

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10

Bush, Kenneth, and Colleen Duggan. Evaluation in the Extreme: Research, Impact and Politics in Violently Divided Societies. SAGE Publications India Pvt, Ltd., 2015.

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11

Bush, Kenneth, and Colleen Duggan. Evaluation in the Extreme: Research, Impact and Politics in Violently Divided Societies. SAGE Publications India Pvt, Ltd., 2021.

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12

Eric, Brown, and Nicola Bonora. Numerical Modeling of Materials under Extreme Conditions. Springer London, Limited, 2014.

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13

Eric, Brown, and Nicola Bonora. Numerical Modeling of Materials under Extreme Conditions. Springer Berlin / Heidelberg, 2016.

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14

Numerical Modeling of Materials under Extreme Conditions. Springer Berlin / Heidelberg, 2014.

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15

Halliday, Hugh A. Valour Reconsidered: Inquiries into the Victoria Cross and Other Awards for Extreme Bravery. Robin Brass Studio, 2006.

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16

Wood, Benny C. A coherent and unified particle size measurement system: A new system for calibration, correction, presentation and evaluation of particle size data using statistical methods : the system is particularly relevent to imaging applications requiring extreme precision and accuracy. Bradford, 1988.

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17

Krake, Ann M. Extremes of Temperature. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780190662677.003.0014.

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This chapter covers extremes of temperature conditions, physiological effects, and prevention. All deaths caused by exposure to hot and cold temperature extremes are preventable when proper measures are taken. Described in this chapter are the effects of extreme heat and extreme cold on the health of members of the public, particularly older people and young people, and workers employed in various workplace settings. The differences between heat stress and heat strain are also discussed, as are various regulations governing exposure to temperature extremes. The nature and magnitude of heat- and cold-related conditions and symptoms are described in detail. Final sections of the chapter address various assessment and evaluation tools as well as prevention and control measures. In addition, an appendix describes the hazards related to hyperbaric and hypobaric environments and adverse health effects.

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18

Olsen, Jan Abel. Costs and the cost-effectiveness threshold. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198794837.003.0019.

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Chapter 19 starts by distinguishing between the two contrasting perspectives that an economic evaluation would take: the healthcare sector perspective versus the societal perspective. The former is considered a ‘narrow analysis’ which includes only the costs accruing within the healthcare sector, while the latter represents a ‘broad analysis’ that accounts for all resource implications in all sectors of the economy. After an investigation into various types of costs, a ‘limited societal perspective’ is suggested to be more appropriate than either of the two ‘extreme perspectives’. The chapter continues with a discussion of the cost per quality-adjusted life year (QALY) threshold and explains the difference between a demand side- versus a supply-side approach to determining a threshold value for a QALY.

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19

Freitag, Lisa. Narrative and the Phases of Care. Oxford University Press, 2017. http://dx.doi.org/10.1093/med/9780190491789.003.0004.

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In her book Moral Boundaries political scientist and ethicist Joan Tronto suggested a new way of evaluating care, as an action rather than an emotional state. She approached care in four phases, each of which has an associated virtue guiding how a caregiver might act. This chapter evaluates the four phases of care and their virtues (attentiveness, responsibility, competence, and responsiveness), extending their use to the care of children with special needs. The applicability of Tronto’s phases and their virtues is demonstrated by applying them to a complex parent narrative: Vicky Forman’s This Lovely Life. Forman’s narrative, examined with principle ethics, offers an unsolvable dilemma of children’s rights vs. parental autonomy. Examination using Tronto’s theories offers a new way to analyze parent caregiving and raises ethical questions not previously considered. This provides the groundwork for evaluation of the moral work involved in extreme caregiving.

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20

Toye, John. Double-edged development, 1767–. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198723349.003.0011.

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Many writers on development are extremists, either venerating it as the source of economic cornucopia and human fulfilment or denouncing it as bringing loss of authentic community and culture, greater exploitation, and the curtailment of liberty. A minority, however, have taken a more nuanced and ambivalent position—that, like the curate’s egg, development is good in parts. For example, Adam Ferguson acknowledged the benefits of commercial society but warned against the infinite expansion of human wants, increasing inequality, and the loss of community cohesion. Similar emphasis on the mixed results of development arises in the work of J. S. Mill, Friedrich Engels, and Joseph Schumpeter (‘creative destruction’). In more recent times Albert Hirschman pointed out the negative externalities such as environmental pollution caused by economic production growth—but man-made global climate change is a newer version. All change creates both winners and losers and this fuels the extreme evaluation of it.

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21

Feinstein, Robert E., and Brian Rothberg. Violence. Oxford University Press, 2014. http://dx.doi.org/10.1093/med/9780199326075.003.0013.

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Potentially violent patients need immediate attention and evaluation to determine their risk of imminent violence. A past history of violence is the best predictor of future violent behavior, and individuals who have committed violent acts in the past and have been arrested for assaultive behavior represent the highest risk; people who carry weapons or have access to weapons are of relatively high risk. Individuals with violent impulses who are either intoxicated or are in withdrawal have the most extreme risk for imminent violence. The treatment of acute aggression or agitation involves the judicious use of sedative-anxiolytics or low doses of second-generation antipsychotics. SSRIs have been used to treat aggressive, impulsive, and violent symptoms, particularly in individuals with head injuries, and lithium carbonate can reduce impulsive aggression to extremely low levels in some aggressive patients. Two Tarasoff decisions have become national standards for clinical practice regarding “duty to warn” and “duty to protect” all potential victims of life-threatening danger from a homicidal patient.

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22

Hergenroeder, Albert C., and Rebecca A. Demorest, eds. AM:STARs: Sports Medicine and Sports Injuries, Vol. 26, No. 1. American Academy of Pediatrics, 2015. http://dx.doi.org/10.1542/9781581109481.

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With more than 30 million US children and teenagers participating in both recreational and team sports, the adolescent physician is faced with many medical, parental and community questions and concerns regarding diagnosis, treatment and prevention of youth sports injuries. This issue provides the adolescent physician with comprehensive, practical and up-to-date information regarding diagnosis and treatment of acute and chronic sports injuries, sports concussion, the pre-participation physical evaluation (PPE), mental health concerns, the female athlete, bone health, nutrition, travel, performance enhancing substances, injury rehabilitation, the role of the team physician and injury prevention in youth sports. Contents in Sports Medicine and Sports Injuries include Being a Team Doctor Preparticipation Physical Evaluation Concussion in Teenage Athletes Musculoskeletal Injuries Not to Miss in Teens Overuse and Overtraining Injuries in Teenage Athletes Rehabilitation of Musculoskeletal Injuries in Young Athletes The Female Athlete Triad: Energy Deficiency, Physiologic Consequences, and Treatment The Adolescent Dancer: Common Medical Concerns and Relevant Anticipatory Guidance Mental Health and Pressures in Teen Sports Performance-Enhancing Substances Extreme Sports and the Adolescent Athlete

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23

Bailey, Mark. After the Black Death. Oxford University Press, 2021. http://dx.doi.org/10.1093/oso/9780198857884.001.0001.

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The Black Death of 1348–9 is the most catastrophic event in recorded history, and this study—the Ford Lectures of 2019 at Oxford University—offers a major re-evaluation of its immediate impact and longer-term consequences in England. It draws upon recent inter-disciplinary research into climate and disease; renewed interest among econometricians in the origins of the Little Divergence, whereby economic performance in parts of north-western Europe began to move decisively ahead of the rest of the continent on the pathway to modernity; a close re-reading of case studies of fourteenth-century England; and original new research into manorial and governmental sources. The Black Death is placed within the wider contexts of extreme weather and epidemiological events, the institutional framework of markets and serfdom, and the role of the law in reducing risk and shaping behaviour. The government’s response to the crisis is re-considered to suggest an innovative re-interpretation of the Peasants’ Revolt of 1381. By 1400 the main effects of plague had worked through the economy and society, and their implications for England’s future precocity are analysed. This study rescues the third quarter of the fourteenth century from a little-understood paradox between plague and revolt, and elevates it to a critical period of profound and irreversible change in English and global history.

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24

Lal, Mira, and Johannes Bitzer. Disease severity, pain, and patient perception: themes in clinical practice and research. Oxford University Press, 2017. http://dx.doi.org/10.1093/med/9780198749547.003.0006.

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Chapter 6 begins with a discussion of how to assess disease severity. It then moves on to the concepts of physical and emotional pain, which are particularly useful for understanding pelvic floor problems, infertility, pregnancy loss, and chronic pelvic pain. All of these have biological, psychological, and social features associated with their aetiopathogenesis, and presentations. To manage these conditions effectively, it is crucial to understand the patient's perception. First, pelvic/perineal dysfunction is addressed. This includes the loss of urinary and bowel continence, with deleterious effects on biopsychosocial health. The condition is common, and can cause severe morbidity following any delivery mode, including a planned caesarean. This is illustrated by an evaluation of biopsychosocial morbidity, quantified by categorising patient perceptions of severity of incontinence, and related sexual problems. The psychosomatic repercussions of infertility, miscarriage, stillbirth, and chronic pelvic pain are then appraised. Since physical and emotional pain can affect these conditions, timely recognition and biopsychosocial management helps promote positive physical, mental and social health. A special focus is given to endometrial implants outside the uterine cavity (endometriosis). These can cause chronic pelvic pain, infertility, and pregnancy loss, but may be symptomless. Their aetiology remains unclear. Ovulation suppression relieves pain and treatment is tentative, with removal of the affected pelvic organs being an extreme option. Even after this, however, symptoms may persist. A pathway using the tailored psychosomatic approach is advocated to provide patient-centred care where indicated.

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