Orb latent space Tc classifier confusion matrix

Orb latent space features dim-reduced and colored with Tc

Plot produced by taking the features generated by Orb (256 dim output) and visualizing different dimensionality reduction methods on them and coloring the point by Tc from the 3DSC database.

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Orb to Catboost Tc prediction parity plot

Evaluating the validation set (1155 samples) on the trained CatBoost model to predict Tc.

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Orb latent space Tc classifier AUC

From the 3465 configurations, representing X materials, we have the following ROC curve.

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Orb latent space Tc classifier confusion matrix

Orb latent space Tc classifier confusion matrix

Connections

Orb latent space Tc classifier

Similar files

Orb latent space features dim-reduced and colored with Tc

Orb to Catboost Tc prediction parity plot

Orb latent space Tc classifier AUC