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final_res.md

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Final Mean Euclidean Distance

Grid search with PyTorch

on the training set: 1.4594

on the validation set: 1.5842

Random search with keras

on the training set: 1.5731

on the validation set: 1.6498

Grid search with KRR

on the training set: 1.3637

on the validation set (only the first target): 0.8056

Grid search with SVR

on the training set: 1.2742

on the validation set (only the second target): 1.029

Grid search with KNR

on the training set: 1.3685

on the validation set: 1.452

Ensembling

on the test set: 1.411585