Table 5 shows the performance of NB and SVM models for article classification on the test set (both models were applied to Test-A, based on their respective results obtained from Test-SB for NB and Test-SS for SVM).
The material on climate models for this article was prepared by Dr Victoria Johnson, researcher at NEF on climate change.
To do this, we fitted regression models for each article on the basis of the summary data (means, standard deviations, and sample sizes) using a modification of the method described by Larson (31).
The paper is also exploring a "micro-payments" model for individual articles.Financial news is not the only kind for which people appear prepared to pay.
Our Model for Life articles have also proven appealing, with an interesting range of both interviewees and interviewers.
Swales' Create a Research Space (CARS) model for research article introductions (1990, 2004) is widely adopted in the teaching of research writing (see for example Cotos 2014; Swales & Feak 2012), and introduced the notion that writers should establish a territory for their research, and identify a gap or a 'niche' that their research can fill (Swales 1990 141).
The confidence values were computed by the SVM model for each article.
We estimated one additional HAQ algorithm, the test model, for this article based on a larger group of patients than was used for the published algorithm, as this sample holds more patients in severe conditions [ 8].
The issue also contains an interview with Jeffrey Friedman (see the Model for Life article on p. 576), a Journal Club piece authored by graduate student Piya Ghose (p. 574) and, sadly, an Obituary written by Bruce McEwen celebrating the late Zofia Zukowska a (p. 580), to whom we dedicate this special issue.
In this publication model it is possible for articles to receive unanimous negative reviews.
Please also mention that information about species can be captured by search strategies, as databases such as EMBASE index articles by species, and even include sub-classification by experimental animal model, cell or tissue (for articles published since 1978).
