Choose the correct answer:

1. During the DM discovery process, it is important to examine the data and look for unanticipated trends and anomalies to gain an understanding of the derived information.

options:

	True
	False

2) Which item requires the largest percentage of time in the data mining process?

options:

	Understanding the problem
	Data deployment
	Data modeling
	Data preparation
	Data evaluation

3) Classification problems map input to _____ output labels.

options:

	continuous
	factored
	discrete
	categorical

4)Once analytical based tables have been appropriately transformed they will all basically look the same.

options:

	True
	False

5)___ provides techniques for identifying structure with the data under consideration.

options:

	Principal Component Analysis
	Data reduction
	Exploratory analysis
	Cluster analysis

6)___ is the truthfulness and provenance of data.

options:

	Data value
	Data veracity
	Data volume
	Data variety
	Data velocity

7)___ provides methods that reduce the number of features used as inputs to a classifier or regressor.

options:

	factory analysis
	data reduction
	curse of dimensionality
	feature reduction
	dimension reduction

8)_____ starts from data analysis using data to precisely capture critical factors.

options:

	Data variability decisions
	Parametric decision
	Traditional decision
	Data driven decision

9)Every predictive model requires a properly defined label or target.

options:

	True
	False

10)During the DM ____ phase, calibration of the model settings is used to optimize results.

options:

	evaluation
	model
	data preparation
	deployment

11)With unsupervised learning algorithms there is prior knowledge of what the output values relative to the samples should be.

options:

	True
	False

12)The training set of data is used to verify the accuracy of any patterns found.

options:

	True
	False