Temporal signals are then extracted from images by computing the mean value of the fluorescence intensity within the cell soma.
Neural responses are typically characterized by computing the mean firing rate, but response variability can exist across trials.
For each individual organism, terrain variables (refer to next section) were assigned by computing the mean of the 10 nearest points.
We compared the model predictions to the true held-out data across all folds by computing the mean squared prediction error per trial, the Pearson correlation coefficient r, and r2.
We evaluated the predictive power of the model by computing the mean of the AUC scores obtained through a 5-fold cross-validation and visual inspection of the Hosmer-Lemeshow plot.
The efficiency of the algorithm is evaluated by computing the mean and the standard deviation of the differences between inverted parameter values and true values obtained from both vertical and oblique incidence sounding.
The daily change in seasonal AWSSI (or the daily accumulation for that day) is composited for all standardized PCHs at 12 representative cities across the US (see Fig. 1 for the geographic distribution of the chosen stations) by computing the mean change in AWSSI associated with daily PCH values at each isobaric level during winter (DJF) from 1950 to 2016 (Fig. 2).
We also identified image-intensity outliers by computing the mean and standard deviation (across voxels) of intensity values for each image for all slices to remove intermittent gradient and severe motion-related artefacts present to some degree in all fMRI data.
This data splitting was performed for 100 iterations followed by computing the mean values for the performance metrics.
Thus, the damage indicator D can be obtained by computing the mean value of y(f) for the frequency range of interest.
First, we extract from the training set a mean representation of the action by computing the mean performance where each mean posture is defined as.
