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Exam (elaborations)

AIC 300 Verified Exam Questions and Answers Latest update 2026/2027

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AIC 300 Verified Exam Questions and Answers Latest update 2026/2027

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AIC 300 Verified Exam Questions and Answers Latest update
2026/2027

Question:
and

Answer:



Question:
Accuracy

Answer:
In model performance evaluation, a model's correct predictions divided by its total predictions

Question:
Actuary

Answer:
A person who uses mathematical methods to analyze insurance data for various purposes, such as to
develop insurance rates or set claim reserves

Question:
Algorithm

Answer:
An operational sequence used to solve mathematical problems and to create computer programs

Question:
Allegation

Answer:
A claim made in the complaint by the plaintiff, specifying what the plaintiff expects to prove to obtain
a judgement against the defendant

Question:
Average value method

Answer:
A case reserving method that establishes a predetermined dollar amount of reserve for each claim as it
is reported

,Question:
Big data

Answer:
Sets of data that are too large to be gathered and analyzed by traditional methods

Question:
Blockchain

Answer:
A distributed digital ledger that facilitates secure transactions without the need for a third party

Question:
Claims representative

Answer:
A person responsible for investigating, evaluating, and settling claims

Question:
Classification tree

Answer:
A supervised learning technique that uses a structure similar to a tree to segment data according to
known attributes to determine the value of a categorical target variable

Question:
Coinsurance clause

Answer:
A clause that required the insured to carry insurance equal to at least a specified percentage of the
insured property's value

Question:
Combination of nodes

Answer:
A representation of data attributes in a classification tree

Question:
Comparative negligence

Answer:
A common-law principle that requires both parties to a loss to share the financial burden of the bodily
injury or property damage according to their respective degrees of fault

,Question:
Compensatory damages

Answer:
A payment awarded by a court to reimburse a victim for actual harm

Question:
Complaint

Answer:
The allegations made by a plaintiff in a lawsuit

Question:
Complex claim

Answer:
A claim that contains one or more characteristics that cause it to cost more than the average claim

Question:
Concealment

Answer:
An intentional failure to disclose a material fact

Question:
Contributory Negligence

Answer:
A common-law principle that prevents a person who has been harmed from recovering damages if that
person's own negligence contributed in any way to the harm

Question:
Cross Industry Standard Process for Data Mining (CRISP DM)

Answer:
An accepted standard for the steps in any data mining process used to provide business solutions

Question:
Data mining

Answer:
The analysis of large amounts of data to find new relationships and patterns that will assist in
developing business solutions

, Question:
Data science

Answer:
An interdisciplinary field involving the design and use of techniques to process very large amounts of
data from a variety of sources and to provide knowledge based on the data

Question:
Direct loss

Answer:
A reduction in the value of property that results directly and often immediately from damage to that
property

Question:
Discovery

Answer:
A pretrial exchange of all relevant information between the plaintiff and defendant

Question:
Domain knowledge

Answer:
Information related to the context of the information a data scientist is working with

Question:
Ethics

Answer:
The study of what constitutes good and bad behavior, dealing with moral duty and obligation

Question:
Expert System method

Answer:
A method of setting reserves with a software application that estimates losses and loss adjustment
expenses

Question:
Federal Rules of Civil Procedure

Answer:
A set of rules established to ensure that civil actions and procedures move through the United States
district courts as quickly as possible

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