SAS Institute A00-405 SAS Viya 3.5 Natural Language Processing and Computer Vision Exam Practice Test

The patient was diagnosed with Alzheimer's disease Side effects include decreased cognitive ability and memory issues

Side effects include decreased cognitive ability and memory issue

The patient was diagnosed with Alzheimers disease Side effects include decreased cognitive ability and memory issues

Alzheimer s side effects include decreased cognitive ability and memory issues

20

2

40

10

to increase granularity of information

to make the feature map invariant to transformation

to extract features of different spatial scale

to extract a summarized value from an area of the image

Implementation advantages - easier lo parallelize

Size - uses (ewer parameters

Efficiency-requires fewer computations

Sequence memory - learns data dependencies spanning more sequence elements

When a Concept node appears after a Text Parsing node, only kept terms derived by the Text Parsing node can be used in concept creation

When a Concept node is placed after a Text Parsing node: the term table is affected by the concepts defined in the Concept node and the concepts impact every node that follows the Concept node

When the Concept node appears before the Text Parsing node in the pipeline, the spell-checking features of the Concept node produce parent and child terms that show up as synonyms in the term table created by the Text Parsing node

When a Concept node is placed before a Text Parsing node the term table is affected by the concepts defined in the Concept node and the concepts impact every node that follows the Text Parsing node

Simple Random Sampling

Systematic Sampling

Stratified Random Sampling

Latin Hypercube Sampling

Relevancy scores enable you to emphasize certain user-specified documents

Relevancy scores can be adjusted to increase the relevance of a document

Relevancy scores are values between -1 and 1 where values that are closer to absolute 1 imply greater relevance

Relevancy scores are normalized values to account for document length

Use the Concepts node to define an INCURSION concept then include this concept in a category rule in the Categories node to identify documents having the INCURSION concept

Use the Merge topics feature of the Topics node to combine the 3 topics, add the merged topic as a category, and then use the Categories node to categorize documents with respect to the category rules derived using the merged topic Examine the matched documents for the incursion category rule.

Save the output data from the Topics results window and use the Explore and Visualize Data component of SAS Viya

Add each of the 3 individual topics as categories then create a category rule in the Categories node that combines the three topic categories using a Boolean OR operation Examine the matched documents fix the incursion category rule