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The achieved correlation coefficients (r) were 0.91 and 0.96, respectively.
A feed-forward back-propagation neural network with a configuration 3-6-1 achieved coRrelatiof (R) of 0.99 (training), 0.82 (validation) and 0.97 (testing).
More recently, Zhang et al. proposed the RDpred method to predict RD values by applying several informative features such as predicted secondary structure, residue position and PSI-BLAST profile, which has achieved correlation coefficients of 0.67/0.67 between observed and predicted RD values, when evaluated using 3-fold/10-fold cross-validations [37].
With an achieved correlation of −0.36 and an observed <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0003395.e057.PNG" class= inline-graphic"/>, the predicted accuracy from Equation (1) was 0.53, with an error of 1.1% when compared to simulation.
Samples with an Asterand grade of "Failing" have a lower average result (R2 = 0.78 < 0.92) versus that of "Passing" RNA (Table 2), but still achieved correlation coefficients as high as 0.95.
However, we calculated the correlation between the average length of particular ncRNA class and their prediction performance [sensitivity (QD)] from RandomForest model and achieved correlation coefficient values (R) of -0.343 between the average length and sensitivity (Additional file 1: Table S7).
Similar(54)
Although detailed understanding of the neural mechanisms of consciousness has not been achieved, correlations between states of consciousness and functions of the brain are possible.
In contrast, the off-line techniques achieved correlations below 0.5, ten times higher error rates and the more deteriorate, the more time passes by.
We initially develop location specific models by employing ANNs, LR and RF, and achieving correlation coefficients between 0.406 and 0.641 for the GMA stations, and between 0.693 and 0.742 for the TMA stations.
We have shown that statistical comparisons are useful when comparing different division rules, and pointed out some features that are important to achieve correlation with the experiments.
Even though achieving correlation with this test appears simple, there are many limitations involved.
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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