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lammps/examples/PACKAGES/pod/InP/InP_training_errors.pod
2024-05-21 09:39:36 -04:00

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**************** Begin of Error Analysis for the Training Data Set ****************
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File | # configs | # atoms | MAE energy | RMSE energy | MAE force | RMSE force
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Bulk.xyz 1 8 0.000389 0.000389 0.000000 0.000000
EOS.xyz 268 2080 0.000423 0.000810 0.000553 0.007988
Shear.xyz 346 2768 0.000150 0.000264 0.002567 0.004527
Strain.xyz 163 1304 0.000770 0.000979 0.000020 0.000031
aIn.xyz 54 11664 0.000246 0.000309 0.005992 0.011748
aP.xyz 21 4536 0.000664 0.000669 0.010923 0.029263
aa.xyz 20 4320 0.000836 0.000836 0.010665 0.016490
iIn.xyz 41 8897 0.000679 0.000706 0.009217 0.015986
iP.xyz 100 21700 0.000571 0.000636 0.006515 0.010972
s_aIn.xyz 121 7744 0.000268 0.000297 0.007737 0.013057
s_aP.xyz 72 4608 0.000450 0.000557 0.023867 0.034977
s_aa.xyz 18 1152 0.000208 0.000211 0.018859 0.026432
s_iIn.xyz 144 9360 0.000530 0.000656 0.021601 0.029989
s_iP.xyz 337 21905 0.000353 0.000457 0.016457 0.023761
s_vIn.xyz 17 1071 0.001193 0.001209 0.015590 0.025467
s_vP.xyz 77 4851 0.000216 0.000246 0.012823 0.019041
s_vv.xyz 65 4030 0.000798 0.001021 0.025625 0.034398
vP.xyz 10 2150 0.000123 0.000123 0.003821 0.006631
vv.xyz 19 4066 0.000459 0.000487 0.014390 0.020840
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All files 1894 118214 0.000413 0.000614 0.011846 0.020437
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**************** End of Error Analysis for the Training Data Set ****************