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. 2020 Aug 10;16(9):5685–5694. doi: 10.1021/acs.jctc.0c00580

Table 1. Absolute Error Values on the N = 1 Test Set for All of the Machine Learning Models (in kcal/mol).

  T|
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model mean std max mean std max
KRR, ref  25 0.15 0.24 3.2
KRR, this work 0.163 0.29 4.6 29313.2 345.5 30610.9
ext KRR 0.004 0.02 0.6 3.4 4.3 50.7
CNN 0.044 0.10 2.3 31.5 25.0 370.1
ResNet 0.015 0.02 0.3 10.1 7.0 110.7