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Free SASInstitute A00-405 Exam Questions & Answer
NEW QUESTION 17
Refer to the Exhibit tabs.
The Aviation Safely Reporting System document collection contains safety reports related to aviation A term map is created fortIhe term "incursion" The term "taxiway" is directly connected to the term "incursion" Which statement is consistent with the exhibit?
- A. The document collection contains 1,888 documents, and the term "taxiway" appears in 80 documents
- B. The term "taxiway" appears in 1 888 documents, and the term "incursion" appears in 80 of those 1.888 documents
- C. The document collection contains 1,888 documents, and the terms "taxiway" and "incursion" appear together in 80 documents
- D. The term "incursion" appears in 1,888 documents and the term "taxrway" appears in 80 of those 1.888 documents
Answer: A
NEW QUESTION 18
Refer to the exhibit.
What is the false negative rate for the category that has the 2nd worst average measure1?
- A. Greater than 5
- B. Between 2 and 3
- C. Less than 1
- D. Between 1 and 2
Answer: B
NEW QUESTION 19
Which option is the correct activation (unction for the output layer in a CNN model trained to classify an image belonging to one of the n classes (CI. C2, C3, , Cn)?
- A. Sigmoid
- B. ReLU
- C. Softmax
- D. TanH
Answer: A
NEW QUESTION 20
Given the code to score images:
What is the actual batch size?
- A. 0
- B. 1
- C. 2
- D. 3
Answer: A
NEW QUESTION 21
What computation is performed when applying a neural network with Batch Normalization to test data?
- A. Normalizations are applied using parameters learned during training
- B. µ and o^2 are estimated using an exponentially weighted average across test set
- C. Normalizations are applied using parameters learned during testing
- D. µ and o^2 are estimated using an exponentially weighted average across tram and test sets
Answer: D
NEW QUESTION 22
Given the category rule:
Which document would be identified based on the text strings in the answer options?
- A. Alzheimer s side effects include decreased cognitive ability and memory issues
- B. Side effects include decreased cognitive ability and memory issue
- C. The patient was diagnosed with Alzheimer's disease 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
Which statement is TRUE regarding the document relevancy scores generated in the Topics Node?
- A. Relevancy scores enable you to emphasize certain user-specified documents
- B. Relevancy scores are values between -1 and 1 where values that are closer to absolute 1 imply greater relevance
- C. Relevancy scores can be adjusted to increase the relevance of a document
- D. Relevancy scores are normalized values to account for document length
Answer: B
NEW QUESTION 24
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: C
NEW QUESTION 25
Consider a 224x224 image provided as input for training a CNN for image classification A 5x5 filter is to be used with a stride of 1 for the first convolutional layer What size padding should be applied in order to maintain the original resolution to provide as input to the next layer?
Enter your numeric answer in the space above.
Answer:
Explanation:
3
NEW QUESTION 26
What is the primary purpose of the Topics node?
- A. Unsupervised categorization
- B. Information retrieval
- C. Document clustering
- D. Supervised categorization
Answer: A
NEW QUESTION 27
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 28
Which document structures are NOT identifiable using LITI rules'?
- A. sentences
- B. paragraphs
- C. words
- D. pages
Answer: D
NEW QUESTION 29
How many channels does a BGR image contain?
Enter your numeric answer in the space above
Answer:
Explanation:
3
NEW QUESTION 30
Refer to the exhibit.
Which statement is TRUE?
- A. Five documents contain 'baseball'
- B. Five documents contain 'basketball' or 'baseball'
- C. Three documents contain both 'basketball' and "baseball'
- D. The word 'baseball' occurs three times in five document
Answer: A
NEW QUESTION 31
What are two reasons to use a pooling layer in a Convolution Neural Network (CNN)? (Choose two)
- A. to extract a summarized value from an area of the image
- B. to increase granularity of information
- C. to extract features of different spatial scale
- D. to make the feature map invariant to transformation
Answer: B,C
NEW QUESTION 32
Given the code:
How many trainable parameters do these lines add to the model
- A. 0
- B. 1
- C. 2
- D. 3
Answer: A
NEW QUESTION 33
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 34
("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 35
Which statement is TRUE about the QN modifier as it is used in the LITI language?
- A. The @N modifier specifies the starting byte location N where a word should be found
- B. The @N modifier is a NOT (negation) modifier
- C. The @N modifier is available in all concept rules
- D. The @N modifier expands a noun term to include all noun stemmed variants of the term
Answer: B
NEW QUESTION 36
Which statement is TRUE regarding the impact of node placement"?
- A. 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
- B. 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
- C. 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
- D. 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
Answer: D
NEW QUESTION 37
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