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. 2021 Jun 25;4(4):764–777. doi: 10.1109/TAI.2021.3092698

Fig. 7.

Fig. 7.

LIME explanation (false-positive patient No.2): Features in green have a positive contribution to the prediction (increasing the probability of turning severe), and features in red have a negative effect on the prediction (decreasing the probability of turning severe). (a) Decision Tree. (b) Random Forest. (c) Gradient Boosted Trees. (d) Neural Networks.