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To show this, we will use the complementary part of the investigated dataset.
There are many records in the investigated dataset whose Tissue is 'Pancreas' and which are associated to the gene 'TSPAN6'.
Based on the here investigated dataset, the components that contribute more than 20% to the overall joint toxicity as well as relevant a.s.s
ConTra also displays the precise locations of its identified contradictions (the objects and contradicting attribute values) in the investigated dataset (see the Table embedded in Fig. 2).
The pie chart in Chart.js is programmatically structured in ConTra, to accept identified percentage of contradictions in an investigated dataset and present such against the consistent data.
ConTra graphically represents contradictory data from a noisy dataset by mining the contradictory data in the investigated dataset and enabling the visualisation of such data in a pie chart.
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The almost equal DIs indicate that the investigated datasets are diverse.
hRMN allows the assignment of multiple functional categories while avoiding common problems in annotation transfer from heterogeneous datasets, such as an independency of the investigated datasets.
Thus, the investigated datasets with fewest actives, i.e. 1721, 2326 and 485290, show this behavior for many of the cost levels.
Despite having a generally lower performance with regards to validity and efficiency, the models based on fingerprints seem to be able to identify settings for the confidence levels that enable somewhat higher gains from screening the training set and the predicted test subset gain, compared to the corresponding models based on physicochemical descriptors for the investigated datasets (Table 6).
For this data we used non-parametric Spearman's rank-order correlation to obtain correlation matrix for each of the investigated datasets.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com