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Table 6 Logistic regression (F-measure of 0.83) model for BA derived from the six morphometrics selected with RF BVI, with the β estimated from the standardized data set, and BA being the positive class

From: Towards a supervised classification of neocortical interneuron morphologies

Morphometric

β

remote_bifurcation_angle.avg

−2.1×10−1

euclidean_dist.avg

−1.2×10−2

y_mean_abs

−3.3×10−3

path_dist.sd

−1.5×10−3

path_dist.avg

−2.0×10−4

  1. Interpretation is straightforward; for example, according to the model, a 7.33°increase in the average bifurcation angle of a cell reduce the log-odds of BA by 0.21