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The filtered data set comprises sentences that ...

The filtered data set comprises sentences that include MAST-hosted mission keywords. For...

Vicente Amado Olivo et al, The Astronomical Journal 169 1

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Our classification framework, presented here, f...

Our classification framework, presented here, follows a supervised training structure. F...

Vicente Amado Olivo et al, The Astronomical Journal 169 1

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We present the receiver operating characteristi...

We present the receiver operating characteristic (ROC) curves displaying the performance...

Vicente Amado Olivo et al, The Astronomical Journal 169 1

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A confusion matrix delineates the rates of pred...

A confusion matrix delineates the rates of predicted and true labels, enabling the evalu...

Vicente Amado Olivo et al, The Astronomical Journal 169 1

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The ROC curve of the SVM model trained on the f...

The ROC curve of the SVM model trained on the full-text publications has an area under t...

Vicente Amado Olivo et al, The Astronomical Journal 169 1

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The SVM model using the full-text publications,...

The SVM model using the full-text publications, instead of identifying the sections with...

Vicente Amado Olivo et al, The Astronomical Journal 169 1

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Visibility amplitudes plotted in 3D for one bas...

Visibility amplitudes plotted in 3D for one baseline. Other baselines in the data set ar...

Brian M. Kirk et al, The Astronomical Journal 169 1

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Leftmost panel: plotted visibilities of a simul...

Leftmost panel: plotted visibilities of a simulated data set containing gain distortions...

Brian M. Kirk et al, The Astronomical Journal 169 1

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An example comparison between theoretical noise...

An example comparison between theoretical noise distribution (green) and a model's resid...

Brian M. Kirk et al, The Astronomical Journal 169 1

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Highlighting the possibility of loops in proces...

Highlighting the possibility of loops in processing steps (dotted lines) rather than a l...

Brian M. Kirk et al, The Astronomical Journal 169 1

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3D state space with thousands of simulations co...

3D state space with thousands of simulations colored by the best-performing action. Stat...

Brian M. Kirk et al, The Astronomical Journal 169 1

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Comparing performance of two different automati...

Comparing performance of two different automatic flagging algorithms available in CASA. ...

Brian M. Kirk et al, The Astronomical Journal 169 1

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Demonstrating Q-learning’s ability to take acti...

Demonstrating Q-learning’s ability to take actions based on the contents of the data. Co...

Brian M. Kirk et al, The Astronomical Journal 169 1

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A decision tree and its rules based on the stat...

A decision tree and its rules based on the state space. The DTC model gives us interpret...

Brian M. Kirk et al, The Astronomical Journal 169 1

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10 independently instantiated NN models with th...

10 independently instantiated NN models with the prediction accuracy of each model shown...

Brian M. Kirk et al, The Astronomical Journal 169 1

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Trained NN model at predicting the ideal action...

Trained NN model at predicting the ideal action for each data set in the population. Cor...

Brian M. Kirk et al, The Astronomical Journal 169 1

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Action-value evolution for a data set with RFI ...

Action-value evolution for a data set with RFI contamination. After a few iterations of ...

Brian M. Kirk et al, The Astronomical Journal 169 1

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Action-value evolution for a data set without R...

Action-value evolution for a data set without RFI contamination. Flag is not the ideal a...

Brian M. Kirk et al, The Astronomical Journal 169 1

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3D state space of Population 2 colored by the b...

3D state space of Population 2 colored by the best-performing action.

Brian M. Kirk et al, The Astronomical Journal 169 1

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Long-term 0.9 m light curves for the three true...

Long-term 0.9 m light curves for the three true twin systems. A (top) and B (bottom) com...

Andrew A. Couperus et al, The Astronomical Journal 169 1

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Optical images of the NLTT 44989 AB system, sho...

Optical images of the NLTT 44989 AB system, showing the relative positions of the bright...

Andrew A. Couperus et al, The Astronomical Journal 169 1

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An observational Hertzsprung–Russell Diagram us...

An observational Hertzsprung–Russell Diagram using Gaia DR3 magnitudes and parallaxes. G...

Andrew A. Couperus et al, The Astronomical Journal 169 1

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Blue data points show the observed Chandra coro...

Blue data points show the observed Chandra coronal X-ray spectrum from 0.3–10 keV for th...

Andrew A. Couperus et al, The Astronomical Journal 169 1

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A background-subtracted Chandra X-ray light cur...

A background-subtracted Chandra X-ray light curve for NLTT 44989 B, showcasing a strong ...

Andrew A. Couperus et al, The Astronomical Journal 169 1

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In each panel, stars studied here are represent...

In each panel, stars studied here are represented by squares and lines connect component...

Andrew A. Couperus et al, The Astronomical Journal 169 1

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