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NEW QUESTION 14
What is the minimum information required in an input data set prior to creating a SAS Visual Text Analytics project?
- A. A column of text and a categorical group variable
- B. A column of text, a document ID and a categorical group variable
- C. A column of text
- D. A column of text and a document ID
Answer: D
NEW QUESTION 15
The following text siring "Wonder, Wondering, Wonderful, Wonderment, Wonders" is tested using the Category Rule (OR, "wonder0"> Which terms are highlighted in the text string?
- A. Wonderful, Wonderment, Wonders
- B. Wonder Wonders
- C. Wonders
- D. Wonder Wondering
- E. Wonder Wondering, Wonders
Answer: D
NEW QUESTION 16
Which statement is TRUE regarding the document relevancy scores generated in the Topics Node?
- A. Relevancy scores are values between -1 and 1 where values that are closer to absolute 1 imply greater relevance
- B. Relevancy scores enable you to emphasize certain user-specified documents
- C. Relevancy scores are normalized values to account for document length
- D. Relevancy scores can be adjusted to increase the relevance of a document
Answer: A
NEW QUESTION 17
Regularization in neural networks represents a set of techniques devised to accomplish what?
- A. Calculate a softmax
- B. Minimize the toss function
- C. Reduce overfitting
- D. Downsample a feature map
Answer: B
NEW QUESTION 18
What are two reasons to use a pooling layer in a Convolution Neural Network (CNN)? (Choose two)
- A. to make the feature map invariant to transformation
- B. to increase granularity of information
- C. to extract a summarized value from an area of the image
- D. to extract features of different spatial scale
Answer: B,D
NEW QUESTION 19
Refer to the exhibit (width'height'stride, d=depth):
What is the cardinality within this block*?
- A. 0
- B. 1
- C. 2
- D. 3
Answer: A
NEW QUESTION 20
Complete the concept rule by adding the Boolean Operator that should be used to find concepts where the term
"best" appears within five tokens of the term "picture"
Enter your answer in the field above.
Answer:
Explanation:
DIST_5
NEW QUESTION 21
("Note: This is an interactive item Follow the instructions to answer the question Scroll bars may appear it the windows are too smart Each window can be resized by dragging on the 5 circles located between windows) You are building a CNN for an image classification task Drag the layers on the left to the slots on the right in the appropriate order (from top to bottom) for this task You have the number of layers listed below
* Input Layer (1)
* Output Layer (1)
* Convolutional Layer (1)
* Fully Connected Layer(2>
* Pooling Layer(1)
Answer:
Explanation:
NEW QUESTION 22
Given the category rule:
Which document would be identified based on the text strings in the answer options?
- A. The patient was diagnosed with Alzheimer's disease Side effects include decreased cognitive ability and memory issues
- B. Side effects include decreased cognitive ability and memory issue
- C. Alzheimer s side effects include decreased cognitive ability and memory issues
- D. The patient was diagnosed with Alzheimers disease Side effects include decreased cognitive ability and memory issues
Answer: D
NEW QUESTION 23
Refer to the Exhibit Tab:
An analyst is trying to find Aviation Safety Reports (ASR) related to taxiway and runway incursions
* She does not know the LITI language
* She finds that 3 of the 14 derived topics have keywords related to incursion incidents.
* She would like to examine documents that discuss incursions from the current ASR document collection Which strategy will best support the analyst's goals?
- A. Save the output data from the Topics results window and use the Explore and Visualize Data component of SAS Viya
- B. 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
- C. 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
- D. 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.
Answer: A
NEW QUESTION 24
("Not*: This is an interactive item Follow the instructions to answer the question Scroll bars may appear if the windows are too small Each window can be re-sized by dragging on the 5 circles located between windows) Complete the statement on the right with the options on the left.
Answer:
Explanation:
NEW QUESTION 25
Which option of the loadlmage action can be used to load images in the subdirectory tree of a directory?
- A. recurse
- B. repeat
- C. reload
- D. subdirs
Answer: B
NEW QUESTION 26
Refer to the exhibit.
Which pooling summary operation and minimum square filter size (with stride of four) would generate the output feature map1?
Answer:
Explanation:
1, 1
NEW QUESTION 27
Which statement describes a situation in which a bi-directional recurrent neural network is a better option than a unidirectional network?
- A. The data at any given point in time is independent of both the previous and subsequent elements of the sequence
- B. The data at any given point in time depends on both the previous and subsequent elements of the sequence
- C. The data at any given point in time depends only on the subsequent elements of the sequence
- D. The data at any given point in time depends only on the previous elements of the sequence
Answer: B
NEW QUESTION 28
How many channels does a BGR image contain?
Enter your numeric answer in the space above
Answer:
Explanation:
3
NEW QUESTION 29
Assume:
* You have images In directories user/animals/cats and/user/animals/dogs
* You have a path caslib with name that points to the directory /user.
What value can you use for the LabelLevels parameter of the laodimage action to obtains the string cats and dogs in the _label column of the output table?
- A. 0
- B. "All"
- C. 1
- D. 2
Answer: B
NEW QUESTION 30
Given these two addLayer action calls:
How many trainable parameters for layer fc2?
- A. 0
- B. 1
- C. 2
- D. 3
Answer: B
NEW QUESTION 31
Which feature is enabled in the default settings of the Text Parsing Node?
- A. misspelling detection
- B. start list
- C. minimum number of documents
- D. synonym list
Answer: A
NEW QUESTION 32
Refer to the exhibit.
Which statement is TRUE?
- A. Three documents contain both 'basketball' and "baseball'
- B. Five documents contain 'baseball'
- C. Five documents contain 'basketball' or 'baseball'
- D. The word 'baseball' occurs three times in five document
Answer: B
NEW QUESTION 33
Refer to the exhibit.
Which statements are TRUE? (Choose two)
- A. There are 2 custom concepts
- B. There are 9 concepts in total
- C. More proper nouns terms than the pronouns terms are kept
- D. Most preposition terms are kept
Answer: A,D
NEW QUESTION 34
Given an equivalent number of neurons why would you use an LSTM-based recurrent neural network over a conventional recurrent neural network?
- A. Implementation advantages - easier lo parallelize
- B. Efficiency-requires fewer computations
- C. Sequence memory - learns data dependencies spanning more sequence elements
- D. Size - uses (ewer parameters
Answer: D
NEW QUESTION 35
Given the code to add a concatenation layer:
Assume the output dimensions (width*depth):
* source layer A 100*100*5
* source layer B 100*100*5
* source layer C 100*100*3
What is the correct dimension of the output of this concatenation layer?
- A. 300'300'5
- B. 300'300'13
- C. 100'100'18
- D. 100'100'13
Answer: C
NEW QUESTION 36
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