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lammps/examples/PACKAGES/pod/InP/InP_training_errors.pod
2024-05-22 21:25:31 -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 0.001678 0.001678 0.000000 0.000000
EOS.xyz 268 2080 0.001463 0.001817 0.001107 0.015463
Shear.xyz 346 2768 0.000415 0.000640 0.008336 0.012865
Strain.xyz 163 1304 0.001129 0.001374 0.000021 0.000036
aIn.xyz 54 11664 0.000737 0.000796 0.007969 0.016112
aP.xyz 21 4536 0.001396 0.001407 0.019599 0.054174
aa.xyz 20 4320 0.001991 0.001991 0.016735 0.027955
iIn.xyz 41 8897 0.001548 0.001687 0.013910 0.025462
iP.xyz 100 21700 0.001090 0.001203 0.009692 0.018549
s_aIn.xyz 121 7744 0.000856 0.000889 0.011041 0.017399
s_aP.xyz 72 4608 0.002255 0.003587 0.032425 0.045878
s_aa.xyz 18 1152 0.001198 0.001200 0.037169 0.047713
s_iIn.xyz 144 9360 0.002014 0.002255 0.035374 0.050726
s_iP.xyz 337 21905 0.001655 0.002178 0.025130 0.038368
s_vIn.xyz 17 1071 0.007984 0.007992 0.023190 0.039575
s_vP.xyz 77 4851 0.000245 0.000281 0.018303 0.025819
s_vv.xyz 65 4030 0.001759 0.001986 0.039037 0.052667
vP.xyz 10 2150 0.000640 0.000640 0.005452 0.009834
vv.xyz 19 4066 0.001336 0.001403 0.020930 0.034386
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All files 1894 118214 0.001288 0.001855 0.018109 0.032649
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**************** End of Error Analysis for the Training Data Set ****************