Machine learning optimization

Machine learning optimization compares 2 problems.

  • EMT Pt 38 nanoparticle
  • Ethene
Problems2
Codes1

Charts

Best cost for EMT Pt 38 nanoparticleEMT Pt 38 nanoparticle10¹10²cost (force calls, log scale)n2p2: 25.02n2p225.02
A shorter bar is a lower cost on a log scale shared by the codes of this problem.
Best cost for EtheneEthene10⁴10⁵cost (force calls, log scale)n2p2: 17397.1n2p217397.1
A shorter bar is a lower cost on a log scale shared by the codes of this problem.

SVG file

Machine learning optimization best ranked cost
Machine learning optimization best ranked cost. Select the plot for the full SVG.

Leaderboard

An archived row is ranked by its PAR-2 when its entry counts its failures, and otherwise by the average it published.

A shorter bar is a lower cost on the log scale for that problem. Select a column heading to sort.
RankProblemCodeBestMedianSuccessPAR-2
1 EMT Pt 38 nanoparticle n2p2 25.02 30012.5 100.0% 25.02
1 Ethene n2p2 17397.1 38698.6 20.0% 17397.1

Problems

Problems in this suite.
ProblemSystemAtomsRuns
EMT Pt 38 nanoparticle EMT molecular dynamics at 300 K 38 50
Ethene Ethene (C2H4) — 501

A dash means the problem file does not state an atom count.

1 The problem file does not state a run count. The n2p2 rows record 50 runs.