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We use the mean average accuracy over the 4 splits as the evaluation criterion.
Average mean accuracy and response latency, also referred to as reaction time (RT), were subjected to a repeated-measures ANOVA with four behavioral contexts: prosocial, antisocial, neutral and new (untagged faces)×2 angles of view (frontal vs. profile) as the factors.
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Identification accuracy ranged from 36.67% (analyst 1 in round one) to 90% (analyst 9 in round two) (Table 1, Fig. 2A), and mean accuracy averaged over the two identification rounds ranged from 46.67% to 87.5% (Table 1, Fig. 2B).
The two indicators are the average emotion recognition rate for the whole database (mean accuracy) and the average running time per image (in millisecond).
Table 1 depicts the top five settings with the highest mean accuracy level (averaged over all the classifiers).
Our analysis was based on mean-corrected average accuracy and average RT for each condition.
As expected, the songs of these juvenile birds were less stable than those of the adult males we previously studied (juveniles vs. adults: mean accuracy of syllables (75d range = 76 82%, average = 79% ±0.9vs. adult range = 82 90%, average = 86%±0.9).
The new land gravity data collected in 2013 have a mean accuracy of 17 μGal and are on average 17.6 mGal larger than the values acquired in 1994.
We compute the mean accuracy of a pathway by averaging the pathway classification results over all trials, using zero percent accuracy for any trial where a pathway was not represented.
When averaging across the whole cohort, the effect of this was to generate mean accuracy scores for both tools that were identical.
The calculated averages are summarised in Table 3. RF, SVM and LDA classified breast cancer and normal subjects with a mean accuracy of 91.8%, 91.5% and 87.6%, respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com