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Our data show that the responses of individual cells in IT were correlated with the average classification of the stimulus.
Given that the recorded IT neuron responds to a target feature contained within the image, the monkey's average classification of the AS, the interpretation of the AS, reflects attention (or lack of attention) to that feature.
We can then rank query diseases according to the average classification of the individuals in each disease set, and identify which of the query diseases are more similar to the reference disease.
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Domain features alone have an average classification of 67% and a correlation coefficient of 58.9% and therefore they form our best feature-set.
Finally, the average classification accuracy of the K sets of model should be taken as the K - CV performance of the classifier.
The average classification rates of the methods except WPD vary with the dimension of reduced features.
In the summary section, it shows the average classification accuracies of the LR,DT and SVM classification groups.
To optimize the hyperparameters and the time window, training data sets were classified by 10-fold cross-validation 10 times, and the parameters with the highest average classification accuracy of the repeated cross-validations were selected.
Figure 7 shows the average classifications for the datasets using each of the descriptors.
Figure 5 Standard deviation in percentage of the average classification result versus the number of images, for all six steganographic algorithms, for the four embedding rates: black circles for, green squares for, red crosses for, and blue triangles for.These estimations have been performed with the Bootstrap runs ( iterations).
Since the average classification error is the mean of the two error rates, a majority-classifier that classifies most of the samples as positives would get a high false positive rate and thus a high average classification error.
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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