Exact(3)
We created 24 datasets by comparing all combinations of 2 dataset handling strategies, 6 (4 + 2) pre-processing algorithms and 2 annotation methods.
Semiautomated software providing manual region of interest (ROI) tracking, visualisation of perfusion calculations and dataset handling was used (PerfusionFitter, Department of Cardiology, Bern University Hospital).
This meant that we conducted 24 separate analyses, once for each possible combination of 6 (4 without log2-transformation + 2 with log2-transformation) pre-processing algorithms, 2 ProbeSet annotation techniques and 2 dataset handling approaches.
Similar(57)
DataSet handles primary datasets, such as gene expression datasets, uploaded by the user.
The analysis of Parkinson's disease reported here represents the first exhaustive genome-wide epistasis search on a real dataset, effectively handling hundred of thousands of genetic markers, and demonstrating its feasibility.
Thereafter, missing values for continuous variables in the original dataset were handled using the expectation maximization (EM) method [ 15].
Nevertheless, when handling dataset of huge size, such as short reads from C.elegans genome, SOAPdenovo had similar performance as Edena.
A major purpose of the submission is to show how the application of different methods to large datasets can handle a diverse range of questions by following a variety of evolutionary units that evolve on different scales and in different patterns.
Lastly, vector normalisation in those methods would contribute to scale invariance as described below, which makes the method unsuitable for handling datasets containing broad size variance.
The CC model is capable of handling datasets with different properties by developing two data structures, a histogram representation of the pair-wise similarities and a cooperative contingency graph.
Seed is certainly capable of handling datasets with hundreds of samples and more than a thousand taxa.
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