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. 2019 Dec 10;13:75. doi: 10.3389/fncir.2019.00075

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Copyright © 2019 Xu, Wu, Winter, Mehlman, Butler, Simmons, Harvey, Berkowitz, Chen, Taube, Wilber and Clark.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Scatterplots of median absolute error vs. number of cells for all 12 methods. The dashed line is the fitted linear regression. The correlation coefficient (r) and the corresponding p-value are shown on the top-right corner of each panel. The significance levels are shown with symbols on the top-left corner ^∗∗∗p < 0.001; ^∗∗p < 0.01; ^∗p < 0.05. KF, Kalman Filter; GLM, Generalized Linear Model; VR, Vector Reconstruction; OLE, Optimal Linear Estimator; WF, Wiener Filter; WC, Wiener Cascade; SVR, Support Vector Regression; XGB, XGBoost; FFNN, Feedforward Neural Network; RNN, Recurrent Neural Network; GRU, Gated Recurrent Unit; LSTM, Long Short-Term Memory.