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Huawei HCIA-AI V3.5 Sample Questions (Q341-Q346):

NEW QUESTION # 341
What people say about neural networks is wrong?

A. As the number of hidden layers of the neural network increases, the classification ability of the model gradually weakens
B. There is no connection between neurons in the same layer of the feedforward neural network
C. The limitation of a single-layer perceptron is that it cannot solve the XOR problem
D. The feedforward neural network can be represented by a directed acyclic graph

Answer: A

NEW QUESTION # 342
Which of the following statements are true about decision trees?

A. Building a decision tree means selecting feature attributes and determining their tree structure.
B. Quantitative indicators of purity can only be obtained by using information entropy.
C. The common decision tree algorithms include ID3, C4.5, and CART.
D. A key step to building a decision tree involves dividing all feature attributes and comparing the purity of the division's result sets.

Answer: A,C,D

Explanation:
A . TRUE. The common decision tree algorithms include ID3, C4.5, and CART. These are the most widely used algorithms for decision tree generation.
B . FALSE. Purity in decision trees can be measured using multiple metrics, such as information gain, Gini index, and others, not just information entropy.
C . TRUE. Building a decision tree involves selecting the best features and determining their order in the tree structure to split the data effectively.
D . TRUE. One key step in decision tree generation is evaluating the purity of different splits (e.g., how well the split segregates the target variable) by comparing metrics like information gain or Gini index.
HCIA AI
Reference:
Machine Learning Overview: Covers decision tree algorithms and their use cases.
Deep Learning Overview: While this focuses on neural networks, it touches on how decision-making algorithms are used in structured data models.

NEW QUESTION # 343
Which of the following options is not the Tensorflow build process?

A. Update weights I Right Answers)
B. Input tensor
C. Building a calculation chart
D. Generate a session

Answer: A

NEW QUESTION # 344
Linear regression in 3 The fitted surface in the dimension above dimension is?

A. Curved surface
B. flat
C. Hypersurface
D. Hyperplane

Answer: D

NEW QUESTION # 345
About Python correct tuple, which is correct description? (Multiple choice)

A. Tuple creation is very simple just add elements in parentheses and separate them wrth commas
B. The difference between a list and a tuple is that the elements of the tuple cannot be
C. The list uses square brackets and the tuple uses parentheses
D. When a tuple contains only one element you need to add a comma after the element

Answer: A,B,C,D

NEW QUESTION # 346
......

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