All of the Following Statements About Data Mining Are True

question 3

Multiple Choice

All of the following statements about data mining are true EXCEPT

• A) the process aspect means that data mining should be a one-step process to results.
• B) the novel aspect means that previously unknown patterns are discovered.
• C) the potentially useful aspect means that results should lead to some business benefit.
• D) the valid aspect means that the discovered patterns should hold true on new data.

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Definitions:

Hybridization

A concept in chemistry that describes the mixing of atomic orbitals into new hybrid orbitals, suitable for the pairing of electrons to form chemical bonds.

Atom

The basic unit of a chemical element, consisting of a nucleus of protons and neutrons, with electrons orbiting this nucleus.

Molecule

The smallest unit of a chemical compound that can exist independently while retaining the composition and chemical properties of the compound.

Cis-trans Isomers

Isomers that differ in their spatial arrangement of groups around a double bond or within a ring, affecting the physical and chemical properties of the molecules.