Which of the Following Popular Data Mining Techniques Require Special

question 26

Multiple Choice

Which of the following popular data mining techniques require special software?

• A) Decision tree analysis
• B) Logistic regression analysis
• C) Neural networks
• D) Both A and B
• E) A, B and C

---

Definitions:

Root Mean Square Error

A measure of the differences between values predicted by a model or an estimator and the values observed, serving as a standard way to measure the error of a model.

Smoothing Constant

A parameter used in exponential smoothing methods to control the weight of past observations in forecasting.

Regression Method

A statistical approach used to model and analyze the relationship between a dependent and one or more independent variables.

Industrial Lathe Sales

The commercial activity involving the buying and selling of industrial lathes, which are machines used to shape metal or wood.