Applying Descriptive Statistics and Data Visualization to the Training Set

question 14

Multiple Choice

Applying descriptive statistics and data visualization to the training set to understand the data and assist in the selection of an appropriate technique is a part of

• A)data exploration.
• B)data partitioning.
• C)data preparation.
• D)model assessment.

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Definitions:

Confirmation Bias

The inclination to seek out, understand, prefer, and remember information in a manner that validates one's previously held beliefs or theories.

Social Skills

The set of skills people use to communicate and interact with others effectively, which includes both verbal and non-verbal communication, empathy, and understanding social cues.

Terman's Study

A long-term psychological study beginning in 1921 by Lewis Terman, focusing on the development and characteristics of gifted children into adulthood.

Algorithm

A finite sequence of well-defined, computer-implementable instructions, typically to solve a class of problems or to perform a computation.