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. 2016 Oct 4;16(11):6479–6493. doi: 10.1021/acs.cgd.6b01157

Table 6. Impact of Training Set on Linear Regression Parameters for the 13C and 15N Isotropic Shieldingsa.

training set slope intercept RMSE slope intercept RMSE
  13C: Fragment PBE0 15N: Fragment PBE0
1. Benchmark Set –0.9661 179.45 1.74 –1.0201 197.84 4.93
2. Polymorph Set –0.9633 178.50 1.59 –0.8987 182.86 0.73
3. Combined Set –0.9648 179.01 1.63 –1.0209 197.00 4.05
  13C: GIPAW PBE 15N: GIPAW PBE
1. Benchmark Set –0.9893 169.05 2.46 –1.0165 184.98 9.19
2. Polymorph Set –0.9663 167.62 2.02 –0.8496 164.87 2.38
3. Combined Set –0.9746 168.13 2.08 –1.0126 183.30 7.84
a

Reported slopes and intercepts were fitted using (1) only the previously published benchmark test set shifts (excluding form I acetaminophen from the 13C test set), (2) only the polymorph shifts from this work, or (3) the combination of both the benchmark and polymorph shifts. The RMS errors are reported for the polymorphic crystal 13C and 15N isotropic shifts in the polymorphic crystals studied in this work.