Selecting the most informative regulons by pruning
Algorithms for Selecting Informative Marker Panels for Population Assignment
... efficiency, informative markers can be chosen from a larger set of markers to maximize the accuracy of this ...However, selecting the loci that are individually most informative does not ...
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Selecting Informative Context Sentence by Forced Back-Translation
... the most informative sentence, ...by selecting context sentences that give the maximum sentence-BLEU scores among the five preceding and subsequent sentences, as shown in Table 1 and Figure ...the ...
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Identifying the most informative features using a structurally interacting elastic net
... The most relevant vectorial features are located by selecting the graph-based features that are most similar to the graph-based target feature, in terms of the ...
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Selecting the Most Adequate Spatial Weighting Matrix:A Study on Criteria
... Our major interest is to detect the weighting matrix more informative between different alternatives. For this, we have an unique explanatory variable x, the same in all models. But the D.G.P. uses different ...
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Selecting Informative Traits for Multivariate Quantitative Trait Locus Mapping Helps to Gain Optimal Power
... Riyan Cheng,* ,1 Justin Borevitz,* and R. W. Doerge †,1 *Division of Plant Sciences, Research School of Biology, The Australian National University, Canberra, Australian Capital Territory 0200, Australia, and † ...
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Selecting a Maximally Informative Set of Single-Nucleotide Polymorphisms for Association Analyses Using Linkage Disequilibrium
... date, most candidate-gene studies have directly an- alyzed the association between disease status and a small number of candidate SNPs that have known or predicted functional consequences (Collins et ...
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Which quantile is the most informative? Maximum likelihood, maximum entropy and quantile regression
... The proposed estimator has an interesting interpretation from a policy perspective. The QR analysis gives a full range of estimators that account for heterogeneity in the response variable to certain covariates. However, ...
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Which quantile is the most informative? Maximum likelihood, maximum entropy and quantile regression
... The proposed estimator has an interesting interpretation from a policy perspective. The QR analysis gives a full range of estimators that account for heterogeneity in the response variable to certain covariates. However, ...
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Selecting informative genes from leukemia gene expression data using a hybrid approach for cancer classification
... Furthermore, most of the genes are not relevant to the distinction between different tissue types (classes) and introduce noise in the classifica- tion process, and thus potentially drowning out the contribu- tion ...
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An enhancement of binary particle swarm optimization based on the proposed constraint and rule for selecting a small subset of informative genes
... These informative genes, among thousands of genes, may be excellent candidates for clinical and medical ...the most accurate classification of cancer ...
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Selection of the most informative near infrared spectroscopy wavebands for continuous glucose monitoring in human serum
... Although the selected wavelength variables are distributed over the SW, FOT and CB, they are mainly situated in the combination band over the range from 2050 to 2200 nm. In Figure 2a the RMSEC, RMSECV and RMSEP values ...
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Improving preimplantation genetic diagnosis (PGD) reliability by selection of sperm donor with the most informative haplotype
... 4–7 informative ones will cost around US$3600 and delay the setup for around one additional ...by selecting the most genetically suit- able sperm ...patient’s informative markers, is a rapid, ...
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DETECTING and segmenting the most salient and informative
... Third, since the background regions are much more con- nected to image boundaries than object regions, we integrate foregroundness based on boundary connectivity [17] with the saliency r[r] ...
Assessment of extinction risk is one of the most informative
... the most threatened subpopulations, using the extent of occurrence, area of oc- cupancy, population size and the level of threat to each sub- ...the most threatened ...
Selecting informative genes of lung cancers by a combination of hybrid methods
... (#Pre-selected genes and #Final selected genes) on the lung data set (10 runs on average). Table 1 shows that the best performances (LOOCV and test accuracies) of the[r] ...
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Selecting of the Most Adaptable Work Equipment
... the most suitable work equipment is a key factor in creating the value of products; therefore, the design and selection of work equipment are increasingly focused on its ...for selecting work equipment with ...
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Unsupervised Coreference Resolution by Utilizing the Most Informative Relations
... “sieve architecture”. Lee et al. (2013) first decide on the basis of more precise features, and then they extend these decisions by using less precise features in later sieves. In this system less precise knowledge is ...
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Selecting biologically informative genes in co-expression networks with a centrality score
... values. Here I focused on the Bonferroni correction not only because of its ease of implementation, but also be- cause it offers conservative estimates of statistical signifi- cance. At least as a starting point in ...
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Adaptive feature selection based on the most informative graph-based features
... the most relevant features to the interest rate can help investors effectively manage the credit risks involved in P2P ...the most informative subset of features for the credit risk of the P2P ...
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