a comparison of svm and rvm for document classification

... Radiation Oncology BioMed Central Open Access Research Optimal organ-sparing intensity-modulated radiation therapy (IMRT) regimen for the treatment of locally advanced anal canal carcinoma: a ... N2-3/T4 group Arm A, blue; arm B, brown; arm C, yellow; arm D, green Discussion Concurrent chemoradiation is the established standard of care for locally advanced carcinoma of the anal canal Attempts ... http://www.ro-journal.com/content/2/1/41 Background The standard of care for the curative treatment of anal canal carcinoma has evolved over the past three decades, from abdomino-perineal resection and life-long

Ngày tải lên: 09/08/2014, 10:21

... seen that semi-definite programming SVM has larger variation and lower performance when compared to RVM and Ada-boost RVM The performance of RVM and Ada-boost RVM varies in the three data sets, ... correlation Performance comparisons Table Data sets used for evaluating the data integration algorithms Data Set GAW 19 Ovarian Breast Sample Data Size Source 617 135 453 Platform Numbers of Features ... correctly classified F1 score combines the precision and recall rates in classification problems, and can be calculated as the harmonic mean of precision and recall rates Given a binary classification

Ngày tải lên: 25/11/2020, 16:43

... 830–851 A comparison of sequential extraction procedures for fractionation of arsenic, cadmium, lead, and zinc in soil Pavel Tlustoˇs∗, Jiˇrina Sz´akov? ?a, Alena St´arkov? ?a, Daniela Pavl´ıkov? ?a Department ... step and supernatants were kept at ◦ C before measurement Blank extracts representing % of total number of extracts were prepared using the same batch of reagents and the same apparatus and analyzed ... 1195–1205 [18] E Campos, E Barahona, M Lachica and M.D Mingorance: analytical parameters important for the sequential extraction microwave heating for Pb, Zn and Cu in calcareous soils“, Anal 431, (1998),

Ngày tải lên: 01/11/2022, 08:31

... preconditioner for the constant stage matrix in particular for stiff problems and large tolerances For a proper use of the adaptive time stepping strategy in real applications, a calibration is employed ... twenty extra layers of body conformal Fig 11 Adaptive time stepping: accuracy and computational efficiency for different time integration schemes for the cooling of a flanged shaft test case Rosenbrock ... five extra layers of body conformal cells are generated resulting in an accurate representation of the boundary layer The smallest cells which are located in the boundary layer, are of size 6.6·10−5

Ngày tải lên: 08/11/2022, 14:55

... idea for the research. I would also like to extend my sincere thank to teachers of Foreign Language Department for their varied experiences in doing research as well as their constant supports and ... who create the favorable condition for me to complete this work. Finally, I am fully aware that despite all advices and assistances, I feel that the project is far from perfect; it is, therefore, ... and encouragements. I repeat my thanks to all students in 47B- English for all their helps and supports as well as their useful suggestions. I also thank to my loving parents, my brother and sister,

Ngày tải lên: 25/12/2013, 20:21

... out -of- range values, inconsistent data, claim duplicates, and unexpected missing values. The SCAP database is similar to other administrative and pharmacy claims database, as it provides detailed ... get an estimated value of the number of days hospitalized for each patient and for each treat- ment group. A nonparametric survival analysis with Kaplan-Meier esti- mates was used to obtain the ... measures of hospitalization and had zero days to re-hospitalization. The MRAF provided admission and discharge dates for each psychiatric hospital admission. Hospitalization cost measure SCAP

Ngày tải lên: 08/08/2014, 20:23

... group contained only 47% females and had an average age of 49.60 years (SD = 8.60). The overall sample was 74.2% Cau casian, 9.7% Hispanic, 3.2% African American, 3.2% Asian American, and 9.7% ... identify agency directors and program managers representing a broad range of children and family mental health agencies and programs, including outpatient, day treatment, case management, and resi- ... In regard to areas of agreement, these results can be used target and address areas of concern prior to i mplementation. For example, resource avail- ability (financial a nd staffing) appeared

Ngày tải lên: 10/08/2014, 11:20

... relevant information, for example, for selection decisions. Several approaches for a multivariate QTL analysis have been proposed. One is to use a canonical transformation of the original data followed ... multivariate variance component-based QTL mapping model via REML and to compare bivariate and univariate QTL mapping analyses of simulated data, with respect to the statistical power to detect a QTL and ... in both univariate and bivariate analyses (Tab III) In the univariate analyses, estimates of the QTL position (p1 and p2 ) had a lower standard deviation for the trait when the

Ngày tải lên: 14/08/2014, 13:22

... Bioconductor Limma weights Arrays and genes were mean centered R Four normalisations: global and local dye and spatial Genespring correction Bioconductor (Limma and Marray) with changes Normalisation 2-step ... methods and software packages used by the EADGENE partners and to provide some general guidelines for further analyses To achieve this goal, a real data set was distributed among the workshop participants ... the mean, minimum and maximum, and should be deleted from the analysis M -A plots of the raw data were atypical and showed a clear ‘fishtail’ pattern for low intensity spots, where the log-ratios

Ngày tải lên: 14/08/2014, 13:22

... with alternative treatment or standard care These trials require acupuncture to be at least as good as standard care to establish its efficacy and have the advantage of treating all the patients ... with alternative treatment or standard care These trials require acupuncture to be at least as good as standard care to establish its efficacy and have the advantage of treating all the patients ... lenses, a removable battery pack and a range of accessories. This camera measures and images the emitted infrared radiation from an object. This is a portable camera, lightweight and operates for

Ngày tải lên: 05/10/2015, 19:06

... specific regularization methods can be developed for particular problems in order to make use of the maximum amount of information available The use of any extra information available for a specific ... illustrate and compare the convergence, accuracy and stability of the methods employed Mathematical formulation Consider an anisotropic medium in an open bounded domain V , R2 and assume that V ... singular values si and the regularization parameter l, and fi[...]... produce a good approximation for both the temperature and the heat flux Overall, it may be concluded that the Cauchy

Ngày tải lên: 16/06/2016, 01:11

... A Kaleidoscope of Models and Strategies for Teaching English to Speakers of Other Languages Deborah L Norland, Ph.D., Terry Pruett-Said Teacher Ideas Press A Kaleidoscope of Models and Strategies ... Strategies for Teaching English to Speakers of Other Languages A Kaleidoscope of Models and Strategies for Teaching English to Speakers of Other Languages Deborah L Norland, Ph.D., and Terry Pruett-Said ... education and language levels Some adults may not be literate in their own language In other cases, adults may have advanced degrees from their own countries and already know a number of other languages

Ngày tải lên: 27/07/2016, 16:20

... Component Initial Eigenvalues Total % of Cumulativ Variance e% Extraction Sums of Squared Rotation Sums of Squared Loadings Loadings Total % of Cumulativ Variance e% Total % of Cumulativ Variance e% ... organization-level analysis of voluntary and involuntary turnover Academy of Management Journal, 41(5), 511-525 55 Siddiqui, A. , & Saba, I (2013) Determining the Job Satisfaction Level of the Academic Staff at ... lead: The role of psychological empowerment in leadership Journal of Organizational Behavior, 20(4), 511-526 Susman, G I (1976) Autonomy at work: A sociotechnical analysis of participative management

Ngày tải lên: 11/05/2017, 10:07

... can be researched such as: - A comparison of tea culture in Britain and Viet Nam - A comparison of daily eating habits in America and Vietnam - A comparison of party eating habits in America and ... know and understand what the unique features about coffee culture their countries have and what their origins are Therefore, American and Vietnamese coffee culture contrasting and comparison can ... coffee once tasted long ago The third difference is the unique varietals that can be planted in Vietnam's diverse landscapes Among them are Arabica (and an "indigenous" Sparrow, or Se, Arabica),

Ngày tải lên: 07/12/2018, 19:53

... can be researched such as: - A comparison of tea culture in Britain and Viet Nam - A comparison of daily eating habits in America and Vietnam - A comparison of party eating habits in America and ... and Vietnamese coffee culture in terms of the history, types of coffee, the art of making a cup of coffee and the style to enjoy coffee of American and Vietnamese Chapter 3: A comparison on American ... know and understand what the unique features about coffee culture their countries have and what their origins are Therefore, American and Vietnamese coffee culture contrasting and comparison can

Ngày tải lên: 07/12/2018, 20:05

... preservice programs (Bachelors and Masters), Pharmacy, Hospital Administration, Public Health, and Clinical and Laboratory Analysis at the Faculty of Health of the Universidade Católica de Moỗambique ... trainings and prepare health workers for the new job expectations of today and tomorrow Some advantages and drawbacks of e-learning are explored in more detail, and solutions suggested A case study ... blocks of a health system (leadership and governance, health financing, health workforce, medicines and technologies, information and research, and service delivery) Vertical or unilateral approaches

Ngày tải lên: 10/01/2020, 11:43

... Canadian urban areas: 1) Charlottetown, Prince Edward Island; 2) Hamilton, Ontario, and; 3) Saskatoon, Saskatchewan The following contextual information for each of these three sites was obtained ... immigrant and Canadian-born residents Peter Kitchen1*, Allison M Williams2 and Melissa Gallina2 Abstract Background: Sense of belonging is recognized as an important determinant of psychological and ... from Statistics Canada’s 2011 Census (Statistics 201 3a) and the 2011 National Household Survey (Statistics 2013b) and Citizenship and Immigration Canada (Citizenship and Immigration Canada (CIC)

Ngày tải lên: 10/01/2020, 13:50

... MSD/IDREC/2009/28 Parents of all participants gave written informed consent, and the children gave assent after the study was explained in age-appropriate language Data and material release Raw data from ... data made available in this article, unless otherwise stated Bishop and Hsu BMC Psychology (2015) 3:3 Background In a series of papers, Ullman and colleagues made the case that vocabulary and ... et al 1998) and syntactic formulation and naming subtests of the Assessment of Comprehension and Expression 6–11, ACE 6–11 (Adams et al 2001) (2)Nonverbal ability standard score of 85 or above,

Ngày tải lên: 10/01/2020, 13:57

... parent, teacher); (g) findings; (h) ethical issues; (i) and sources of bias Two authors (VW and SAMS) independently extracted and assessed data for accuracy Any discrepancies were discussed and ... military compared to a sample of children without a military connected parent/sibling; a measure of child mental health or wellbeing; and a sample of child participants below 19 years of age Excluded ... systematic review of? ?wellbeing in children: a? ?comparison of? ?military and? ?civilian families Victoria Williamson1*  , Sharon? ?A.  M. Stevelink1, Eve Da Silva1 and? ?Nicola T. Fear1,2 Abstract  Background: 

Ngày tải lên: 10/01/2020, 14:12

... Sub-Saharan Africa, North Africa, Latin America, the Caribbean, South and Southeast Asia In addition, the Latin American study by George, 793 Clarke, Katrina and Scott (2009), based on a comparison ... of the managed area of 962 VND/m3 Customers of private sector have a higher satisfaction level than the rest of the managed area of 4% compared to the average satisfaction level The factors affecting ... residence area is the most influential parameter on satisfaction Satisfaction on the safety of the smell was more than 95% of the respondents The authors Parviz Fattahi, Amirsaman Kherikhah, Ramin Sadeghian,

Ngày tải lên: 13/01/2020, 16:41