Updated Jan-2022 Test Engine to Practice A00-405 Dumps & Practice Exam
Dumps Collection A00-405 Test Engine Dumps Training With 62 Questions
NEW QUESTION 31
You have a very large set of documents you are preparing for SAS Visual Text Analytics Which two actions should you perform during data preparation? (Choose two)
- A. Keep all the character variables in addition to the Text variable
- B. Have enough number of documents for each category label
- C. Sample the data first for subsequent interactive model development
- D. Use CHAR data type tor the Text variable with a long length
Answer: C,D
NEW QUESTION 32
Consider the category rule:
Which statement is TRUE about a document that satisfies this rule?
- A. It contains the term "incursion" or any of the stemmed versions of "incursion '
- B. It exhibits one or more of the items used to define the INCURSION concept
- C. It exhibits the topic named INCURSION
- D. It satisfies a previously defined INCURSION category rule but overrides the primary Boolean operator in the original rule with the OR operator
Answer: D
NEW QUESTION 33
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 34
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 depends only on the previous 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 is independent of both the previous and subsequent elements of the sequence
Answer: B
NEW QUESTION 35
Which document structures are NOT identifiable using LITI rules'?
- A. sentences
- B. paragraphs
- C. words
- D. pages
Answer: D
NEW QUESTION 36
Given the code to score images:
What is the actual batch size?
- A. 0
- B. 1
- C. 2
- D. 3
Answer: A
NEW QUESTION 37
Which option is incorporated in the dlTune action?
- A. Bayesian Optimization
- B. Simple Random Sampling
- C. Hyperband Method
- D. Genetic Algorithm
Answer: D
NEW QUESTION 38
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 39
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. Wonder Wondering
- B. Wonderful, Wonderment, Wonders
- C. Wonder Wonders
- D. Wonder Wondering, Wonders
- E. Wonders
Answer: A
NEW QUESTION 40
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 document ID
- B. A column of text, a document ID and a categorical group variable
- C. A column of text and a categorical group variable
- D. A column of text
Answer: A
NEW QUESTION 41
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 42
CASL
Python
Review the code in the CASL and Python tabs The code sets are the same but in different languages Given this code which statement correctly describes this recurrent neural network built by the code set1?
- A. The RNN assigns a classification to the entire sequence
- B. The RNN predicts the next value in a sequence
- C. The RNN predicts the previous value in a sequence
- D. The RNN assigns a classification to each element in the sequence
Answer: D
NEW QUESTION 43
Which option of the loadlmage action can be used to load images in the subdirectory tree of a directory?
- A. subdirs
- B. repeat
- C. reload
- D. recurse
Answer: B
NEW QUESTION 44
Which statements are TRUE about importing SAS Contextual Analysis projects into SAS Visual Text Analytics when creating a new project? (Choose two)
- A. All custom concept and some predefined concept settings are imported
- B. All custom categories are imported
- C. All sentiment classification and probability scores are imported
- D. All machine generated topics and sentiment scores are imported
Answer: B,D
NEW QUESTION 45
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 46
Given the code specifying the three initial layers of a convolutional network:
What is the size of me output tensor (image) ot pool?
- A. 10*10
- B. 5*5
- C. 4*4
- D. 8*8
Answer: A
NEW QUESTION 47
Which statement is TRUE about importing documents into SAS Visual Text Analytics using the Explore and Visualize Data menu?
- A. You must store the documents as txt files in a folder
- B. You must correct misspelled words in the document collection
- C. You must convert your document collection to a SAS data set
- D. You must include your document collection in a parent folder
Answer: D
NEW QUESTION 48
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 49
Which statement is TRUE regarding topic creation in the Topics node1?
- A. Topics Map can be used to explore the topic and terms associations
- B. Term density can be adjusted using a sliding bar in the Term Cloud panel
- C. Exact document density threshold value can be supplied in the Edit Topics Properties window
- D. Custom topics can be generated using user-specified terms
Answer: A
NEW QUESTION 50
An analyst wants to identify terms that might be used as keywords to search a document collection looking for consumer comments related to price Using which SAS Visual Text Analytics node and feature would be most efficient for this business need?
- A. The "create rule from selected elements" feature for the term price in the Textual Elements pane of the Categories node
- B. The "show similarity scores" feature for the term price in the Kept Terms pane of the Text Parsing node
- C. The "matched documents" feature for a custom PRICE concept in the Concepts node
- D. The term table for a derived PRICE topic in the Topics node
Answer: D
NEW QUESTION 51
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. 100'100'18
- B. 100'100'13
- C. 300'300'5
- D. 300'300'13
Answer: A
NEW QUESTION 52
Which action set is needed to upload a picture into memory using SAS?
- A. Table
- B. DeepLearn
- C. LoadActionSet
- D. Image
Answer: B
NEW QUESTION 53
The kewords Firstname and LastName to defined concepts:
Insert the appropriate characters) before the leftmost curly brace ({) to identify the FirstName LastName pair as the required information to be extracted from a document.
Enter your answer in the field above
Answer:
Explanation:
_c
C_CONCEPT: Professor _c{FIRSTNAME LASTNAME}.
NEW QUESTION 54
Which activation function should be used to obtain a single scalar with value in (-1,1)9
- A. ReLU
- B. Softmax
- C. TanH
- D. Logistic
Answer: C
NEW QUESTION 55
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