Fig. 4.

Cross-validated log-loss for each pair of morphological types in each data set using XZ density maps on full neurons as predictors in logistic regression. Zero log-loss corresponds to perfect prediction, $ln\left(2\right)\approx 0.69$ corresponds to random guessing. For the classification results of other feature representations see Fig. S1 and 10.5281/zenodo.3716519. For abbreviations see Fig. 1