Quantitative trends in 8 physical properties of 115000 inorganic compounds gained by machine learning

Evgeny Blokhin, Pierre Villars

We applied the decision trees (random forest) machine-learning technique for the large experimental materials dataset PAULING FILE, compiled from the world's peer-reviewed literatu…