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The mean rank accuracy of the word identification of the stability-only model was.726 across the 11 participants.
For example, when the classifier is trained on all 60 words, the mean rank accuracy of the correct response among the five buildings (averaged over participants) is.684.684
The rank accuracies of the word identification reached a maximum of.84 for two of the 11 participants (Participants P1 and P2), with a mean rank accuracy of.724 across the 11 participants.
If the voxel selection procedure imposes a location constraint in addition to the stability constraint (using the 16 most stable voxels in each of five "lobes"), the mean rank accuracy is.722.722
(The predictive accuracy of the regression model is not comparable to the non-generative mean rank accuracy of.724 for the classification of individual words obtained with the Gaussian Naïve Bayes classifier.
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Table 2 Relative ranking of philanthropic, ethical, legal and economic responsibilities (Low – highest rank) Mean SD Legal mean rank 1.97.98 Ethical mean rank 2.19 1.01 Economic mean rank 2.30 1.09 Philanthropic mean rank 3.32 1.07.
Maternal health was ranked the highest (mean rank 5), followed by control of disease outbreaks (mean rank 4.5).
The mean classification rank accuracy over all 12 participants was 0.78 (SD = 0.11).
For example, if the classification were operating at chance level, one would expect a mean normalized rank accuracy of 0.50, indicating that the correct word appeared on average between the 30th and 31st position in the classifier's output of a ranked list of 60 items.
It gives the mean rank for each discretization algorithm based on median difference, such that the algorithm with high averaged accuracy may not be in the first rank.
Related(20)
mean class accuracy
mean classification accuracy
mean rank score
mean performance accuracy
mean classifier accuracy
mean word accuracy
mean imputation accuracy
mean recall accuracy
mean Brier accuracy
mean response accuracy
mean rank analysis
mean identification accuracy
mean temperature accuracy
mean recognition accuracy
mean diagnosis accuracy
mean translation accuracy
mean solution accuracy
mean task accuracy
mean rank value
mean gravity accuracy
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