ACTIVE LEARNING PROJECTS: HIGH (2
hours) UPDATED ACTUAL Exam
Questions and CORRECT Answers
What is Active Learning? - CORRECT ANSWER - A process that combines time and
detection of new coding decisions.
When does the Active Learning model start its first build? - CORRECT ANSWER - 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? - CORRECT
ANSWER - Every 20 minutes after the previous build.
What does the Active Learning model's rebuild incorporate? - CORRECT ANSWER - All
coding decisions made after the last build began, including any coding decisions made outside of
the queue.
What are some ways to monitor the progress of an Active Learning project? - CORRECT
ANSWER - Using tools on the Project Home and Review Statistics tabs.
What does the Project Home dashboard display after creating a project? - CORRECT
ANSWER - Project Size and coding statistics based on the pre-coded documents in the
data source.
What can be understood from the Project Home dashboard? - CORRECT ANSWER - 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? - CORRECT ANSWER - The number of
documents in the project, excluding those removed during the index build.
What is the purpose of the Review Statistics tab? - CORRECT ANSWER - To provide
detailed statistics and insights about the coding decisions made in the project.
What information can be found on the Review Statistics tab? - CORRECT ANSWER -
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? - CORRECT
ANSWER - 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? - CORRECT
ANSWER - To visualize the agreement rates between different coders or coding iterations.
What is the purpose of the Coding Decision Distribution view on the Review Statistics tab? -
CORRECT ANSWER - 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? -
CORRECT ANSWER - 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? -
CORRECT ANSWER - 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? -
CORRECT ANSWER - 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? -
CORRECT ANSWER - 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? -
CORRECT ANSWER - 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? -
CORRECT ANSWER - To view the sampling strategy used by the Active Learning model
to select documents for coding.
What is Coded [Positive Choice]? - CORRECT ANSWER - Number of documents coded
with positive designation.
What is Positive Choice manually-selected? - CORRECT ANSWER - Number of
documents coded as positive outside of the review queue.
What is Coded [Negative Choice]? - CORRECT ANSWER - Number of documents coded
with negative designation.
What is Negative Choice manually-selected? - CORRECT ANSWER - Number of
documents coded as negative outside of the review queue.
What is Coded Neutral? - CORRECT ANSWER - Number of documents coded with
neutral designation.
What is Skipped? - CORRECT ANSWER - Number of documents not coded by an end
reviewer.
What happens if a coding decision is updated on a document reviewed in the queue? -
CORRECT ANSWER - It remains a manually selected document.
, What are Update Ranks? - CORRECT ANSWER - Manually updating document ranks.
Where can you find the Update Ranks icon? - CORRECT ANSWER - Top-right corner of
Project Home.
What does updating ranks do? - CORRECT ANSWER - Ensures document ranks are up to
date.
What is the purpose of the <Positive Choice> cutoff value? - CORRECT ANSWER - To
update the rank categorization field.
What happens when you update the <Positive Choice> Cutoff value? - CORRECT
ANSWER - It is updated in Project Validation, Update Ranks, and Project Settings.
What is Active Learning? - CORRECT ANSWER - Ranks documents from positive to
negative.
How are document ranks used? - CORRECT ANSWER - Drive Prioritized Review and
Coverage Review queue logic.
Can document ranks be imported into other workflows? - CORRECT ANSWER - Yes,
they can be imported into the Document object.
What is an example of using document ranks in other workflows? - CORRECT
ANSWER - Batching out documents above a certain rank to reviewers.
Are document ranks stored on the document object by default? - CORRECT ANSWER -
No, they are only stored on demand.