Table 5.
Open in new tab

Predictive entropy (PE), mutual information (MI), and overlap indices for Softmax (ηsoft) and logit-space (ηlogits) for galaxies correctly classified with high confidence shown in Fig. 3.

GalaxyPEMI|$\boldsymbol{\eta _{\rm soft}}$||$\boldsymbol{\eta _{\rm logits}}$|
3a<0.01<0.01≪10−5≪10−5
3b<0.01<0.01≪10−5≪10−5
3c<0.01<0.01≪10−5≪10−5
3d<0.01<0.01≪10−5≪10−5
GalaxyPEMI|$\boldsymbol{\eta _{\rm soft}}$||$\boldsymbol{\eta _{\rm logits}}$|
3a<0.01<0.01≪10−5≪10−5
3b<0.01<0.01≪10−5≪10−5
3c<0.01<0.01≪10−5≪10−5
3d<0.01<0.01≪10−5≪10−5
Table 5.
Open in new tab

Predictive entropy (PE), mutual information (MI), and overlap indices for Softmax (ηsoft) and logit-space (ηlogits) for galaxies correctly classified with high confidence shown in Fig. 3.

GalaxyPEMI|$\boldsymbol{\eta _{\rm soft}}$||$\boldsymbol{\eta _{\rm logits}}$|
3a<0.01<0.01≪10−5≪10−5
3b<0.01<0.01≪10−5≪10−5
3c<0.01<0.01≪10−5≪10−5
3d<0.01<0.01≪10−5≪10−5
GalaxyPEMI|$\boldsymbol{\eta _{\rm soft}}$||$\boldsymbol{\eta _{\rm logits}}$|
3a<0.01<0.01≪10−5≪10−5
3b<0.01<0.01≪10−5≪10−5
3c<0.01<0.01≪10−5≪10−5
3d<0.01<0.01≪10−5≪10−5
Close
This Feature Is Available To Subscribers Only

Sign In or Create an Account

Close

This PDF is available to Subscribers Only

View Article Abstract & Purchase Options

For full access to this pdf, sign in to an existing account, or purchase an annual subscription.

Close