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--- wiki:autolit:screening:inclusionpredictionmodel [2024/07/24 17:27]
jthurnham [Meeting the Threshold]
+++ wiki:autolit:screening:inclusionpredictionmodel [2024/09/23 11:59] (current)
jthurnham [Interpreting Robot Screener]
@@ Line 10: / Line 10: @@
 The below guidance is specifically for using Robot Screener, for information on training the model for probability generation only and general information on how the model works see [[wiki:autolit:screening:model|Using and Interpreting the Screening Model.]]
+----
 ===== Robot Screener =====
@@ Line 40: / Line 43: @@
 Want to use Automatic Training for use in manual screening instead? [[wiki:autolit:screening:model|Learn more here.]]
+----
 ==== Meeting the Threshold ====
@@ Line 64: / Line 69: @@
 {{ :undefined:screenshot_2024-07-24_at_18.13.41.png?nolink |}}
-This will display a histogram under the "Predictions" tab, a table of various Cross Validation statistics, and an explanation as to how to interpret these values. You can also view the Robot Screener recommendations in the Screening model modal. Select "Advance"/"Include" to view studies the Robot has advanced/included, or "Exclude" for excluded studies-- these are both shortcuts that take you to Study Inspector to show you the corresponding subsets of studies. Otherwise, the filter can be manually added from Study Inspector. From this modal, you can also delete the model if you wish to start again from scratch.
+This will display a histogram under the "Predictions" tab, a table of various Cross Validation statistics displaying history of previous trainings of the model, and an explanation as to how to interpret these values. Note: the history of trained models is displayed for informational purposes only, and not versions that can be reverted back to. Retraining the model does not guarantee improved statistics and performance.
-{{ :undefined:screenshot_2024-07-24_at_18.22.22.png?nolink |}}
+You can also view the Robot Screener recommendations in the Screening model modal. Select "Advance"/"Include" to view studies the Robot has advanced/included, or "Exclude" for excluded studies-- these are both shortcuts that take you to Study Inspector to show you the corresponding subsets of studies. Otherwise, the filter can be manually added from Study Inspector. From this modal, you can also delete the model if you wish to start again from scratch.
+With Predictions toggled:
+{{ :undefined:screenshot_2024-09-23_at_12.56.51.png?nolink |}}
+With Cross Validation toggled:
+{{ :undefined:screenshot_2024-09-23_at_12.57.00.png?nolink |}}
 [[wiki:autolit:screening:model#interpreting_the_model|Learn more about interpreting the model, its performance and how it works here.]]
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 ----
 ===== Robot Screener Validation Studies =====

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