题目
题目

Machine Learning: Fundamentals and Applications Quiz 5 Neural Network

单项选择题

Suppose the train set has 100 observations and 10 features. If the NN has only one hidden layer, which has 50 neurons, what is the maximum number of incoming connections to the hidden layer? 

选项
A.5000
B.500
C.50
D.1000
查看解析

查看解析

标准答案
Please login to view
思路分析
To determine the maximum number of incoming connections to the hidden layer, we need to consider connections from the input layer to the hidden layer. - The input layer has 10 features, so there are 10 input nodes. - The hidden layer has 50 neurons, so......Login to view full explanation

登录即可查看完整答案

我们收录了全球超50000道考试原题与详细解析,现在登录,立即获得答案。

类似问题

Which of the following statements about Neural Network (NN) is correct?

  Which of the following correctly describes a feedforward neural network?   I All of its units, called neurons, in a hidden layer are connected to all of the units in a previous layer.  II Its goal is to approximate a function 𝑓 ( 𝑋 ) of the input 𝑋 to get an output 𝑦 . III Feedforward refers to the direction of the information flows through the function being evaluated from 𝑋 up to the output 𝑦 . IV They have feedback connections where the output of a certain layer is fed back to itself, making them the best choice for modeling time series.  

  What is true regarding the neural network family of algorithms?   I Neural Networks can have at most two hidden layers. II Neural Network training involves the computation of several partial derivatives of the error function concerning the model parameters.  III Neural Networks can be used as a supervised and an unsupervised method. IV Neural Networks can be used only as a supervised method.  

  What is true regarding an Autoencoder (AE)?   I It is a neural network with a specific structure. II It is an unsupervised learning algorithm. III It is an algorithm to train a regression tree. IV It is a supervised learning algorithm.  

更多留学生实用工具

加入我们，立即解锁 海量真题 与 独家解析，让复习快人一步！