MONITOR ACTIVE LEARNING
PROJECTS: HIGH (2 hours) Exam
Questions and Answers 100% Pass
What is Active Learning? - ✔✔A process that combines time and detection of new
coding decisions.
When does the Active Learning model start its first build? - ✔✔After at least five
documents have been coded with the positive choice and five have been coded with the
negative choice.
How often does the Active Learning model rebuild after the first build? - ✔✔Every 20
minutes after the previous build.
What does the Active Learning model's rebuild incorporate? - ✔✔All coding decisions
made after the last build began, including any coding decisions made outside of the
queue.
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,What are some ways to monitor the progress of an Active Learning project? - ✔✔Using
tools on the Project Home and Review Statistics tabs.
What does the Project Home dashboard display after creating a project? - ✔✔Project
Size and coding statistics based on the pre-coded documents in the data source.
What can be understood from the Project Home dashboard? - ✔✔The number of
documents coded in the project, the number of documents coded outside the queue,
and the number of documents coded neutral or skipped.
What does the Project Size statistic represent? - ✔✔The number of documents in the
project, excluding those removed during the index build.
What is the purpose of the Review Statistics tab? - ✔✔To provide detailed statistics and
insights about the coding decisions made in the project.
What information can be found on the Review Statistics tab? - ✔✔Statistics on coding
decisions, agreement rates, and other metrics related to the project's progress.
What is the purpose of the Document List view on the Review Statistics tab? - ✔✔To
view and filter the list of documents in the project, along with their coding decisions.
What is the purpose of the Agreement Matrix view on the Review Statistics tab? - ✔✔To
visualize the agreement rates between different coders or coding iterations.
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,What is the purpose of the Coding Decision Distribution view on the Review Statistics
tab? - ✔✔To see the distribution of coding decisions across the project.
What is the purpose of the Active Learning Iterations view on the Review Statistics tab?
- ✔✔To track the progress and performance of the Active Learning model over time.
What is the purpose of the Active Learning Performance view on the Review Statistics
tab? - ✔✔To analyze the performance of the Active Learning model in terms of
precision and recall.
What is the purpose of the Active Learning Efficiency view on the Review Statistics tab?
- ✔✔To assess the efficiency of the Active Learning model in reducing the amount of
manual coding required.
What is the purpose of the Active Learning Convergence view on the Review Statistics
tab? - ✔✔To monitor the convergence of the Active Learning model and determine if
further iterations are necessary.
What is the purpose of the Active Learning Uncertainty view on the Review Statistics
tab? - ✔✔To identify documents with high uncertainty scores that may require
additional coding or review.
What is the purpose of the Active Learning Sampling view on the Review Statistics tab?
- ✔✔To view the sampling strategy used by the Active Learning model to select
documents for coding.
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, What is Coded [Positive Choice]? - ✔✔Number of documents coded with positive
designation.
What is Positive Choice manually-selected? - ✔✔Number of documents coded as
positive outside of the review queue.
What is Coded [Negative Choice]? - ✔✔Number of documents coded with negative
designation.
What is Negative Choice manually-selected? - ✔✔Number of documents coded as
negative outside of the review queue.
What is Coded Neutral? - ✔✔Number of documents coded with neutral designation.
What is Skipped? - ✔✔Number of documents not coded by an end reviewer.
What happens if a coding decision is updated on a document reviewed in the queue? -
✔✔It remains a manually selected document.
What are Update Ranks? - ✔✔Manually updating document ranks.
Where can you find the Update Ranks icon? - ✔✔Top-right corner of Project Home.
What does updating ranks do? - ✔✔Ensures document ranks are up to date.
What is the purpose of the <Positive Choice> cutoff value? - ✔✔To update the rank
categorization field.
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