We also find that when SSC is present in the input parameters, the prediction accuracy of the model increases, which means that SSC plays an important role in the model prediction, which is the same result as that found for RF. Overall, the average ATPA of the three regression models is...
as differences in the estimation bias may result in misleading interpretations. Direct fitting of a sample autocorrelation—even with a known correct analytical form—is therefore not a reliable method for measuring timescales in experimental data. Bias-correction ...
This situation might result from chromosomally stable malignant cells with low CNA. In the chromosomal stable tumors with low CNA, malignant cells may still have transcriptomics characteristics differentiating tumors from normal cells22. For the cancer types not included in our dictionary, we created a...
Example . matrix list e(rules) e(rules)[1,4] c1 c2 c3 c4 r1 0 0 0 0 An item from e(rules)["r1","c1"] has tag elements: result[rules] result_type[matrix] program_class[eclass] rowname[r1] colname[c1] Collections Special matrices e(b) and e(V) are not consumed like ...
The details of the coupled model, as well as the issues associated with its implementation and application, are not found in the literature, despite its application in a number of past studies (e.g. Dirkx et al., 2018; Lari and Milani, 2019; Magnanini, 2021). Therefore, we choose to ...
(often just millions of words). In machine translation, the existing corpora for many languages contain only a few billions of words or less. Thus, there are situations where simple scaling up of the basic techniques will not result in any significant progress, and we have to focus on more...
Note that these intuitive results are not driven by any structure that we impose on the model. Rather, they seem to result naturally from the cross-sectional forecast distributions across models and hence provide tentative evidence for the validity of the modeling approach. Download: Download high-...
To further illustrate the theoretical result we reconsider the reconstructed communities of Figure 1. The communities have the same abun- dance distribution of the non-rare species. In each community, the set of rare species occupies 0.5% of the total community abundance, explaining why the ...
In the animal contour step, image thresholding is first carried out and then the contour in the image is extracted. The following formula is used to determine whether the frame is social or not, whereistands for a frame,Ristands for the judgement result of this frame and numistands for the...
geneColName is the name of the column where gene names are found. geneTransform is a function that will be applied to the gene names provided in genes. Note that this by default tranforms mouse gene names to human gene names. Set it to NULL if this is not desired....