You Want to Use a Database of Information About Tissue

question 124

Multiple Choice

You want to use a database of information about tissue samples to classify future tissue samples as either normal or mutated. You are evaluating an unsupervised anomaly detection method for classifying the tissue samples. Which two characteristic support this method? (Choose two.)

• A) There are very few occurrences of mutations relative to normal samples.
• B) There are roughly equal occurrences of both normal and mutated samples in the database.
• C) You expect future mutations to have different features from the mutated samples in the database.
• D) You expect future mutations to have similar features to the mutated samples in the database.
• E) You already have labels for which samples are mutated and which are normal in the database.

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Definitions:

Particular Method

A specific way or technique applied to accomplish a certain task or to tackle a certain problem.

Overcoming Weaknesses

This process involves identifying personal or organizational limitations and actively working to improve or mitigate these areas to achieve better outcomes or enhance performance.

Several Methods

indicates a variety of techniques or procedures employed to achieve a specific goal or solve a problem.

Reactivity

The tendency of a substance to undergo chemical reaction, either by itself or with other materials, and release energy.