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In this case a server not submitting predictions for some targets (score 0) will do better than a server submitting less than average predictions (negative Z-scores).
This procedure constituted a quality control of the anchors with (i) refinement using detected false predictions (negative or positive) and (ii) validation of the motifs and Boolean combinations using incomplete genomes (Additional file 4).
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Positive values indicate growth exceeding the prediction, negative values are the expression of growth slower than predicted.
To increase the sensitivity, a cost of 2 1 (positive prediction: negative prediction) was set for the SVM [ 134].
Consistent with this prediction, negative evaluation was significantly correlated with fear of the high-fear animals.
There was a general tendency for over-prediction (negative residuals) and for over-fitting, the exception being the GLM negative binomial estimator.
The sensitivity (Q p), specificity (Q n) and overall accuracy (Q a) were used to measure the accuracy of positive prediction, negative prediction, and the overall accuracy of the model [ 34], respectively.
The different subregions of the AIC may play a role in recruiting the necessary effort to avoid (superior AIC: risk prediction, increased likelihood to fail) and compensate (inferior AIC: risk prediction error, negative reward prediction error) potential risks and failure.
As a representative measure of model performance, we used the model sensitivity defined as Se = TP/ TP + FN) and specificity Sp = TN/ TN + FP), where TP, TN, FP and FN are the numbers of true positive predictions, true negative predictions, false positive predictions and false negative predictions, respectively.
The reasons seemed standard though: high predictions and negative news.
In this paper we present predictions of negative and positive conductivity by using the present models of the lower ionosphere.
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CEO of Professional Science Editing for Scientists @ prosciediting.com