Consider data with two Boolean attributes A and B.AВLabelcount of examples50150111100What is the entropy of the lables?What is the information gain if A is selected as root?what is it if B selected?

The contingency table after splitting on attributes A and B are : A=1 A=0 + 1 0 - 1 2…

Consider data with two Boolean attributes A and B. A B Label count of examples 50 1 50 1 1 100 What is the entropy of the lables? What is the information gain if A is selected as root? what is it if B selected?

Consider data with two Boolean attributes A and B. A B Label count of examples 50 1 50 1 1 100 What is the entropy of the lables? What is the information gain if A is selected as root? what is it if B selected?

Fundamentals of Information Systems

8th Edition

ISBN:9781305082168

Author:Ralph Stair, George Reynolds

Publisher:Ralph Stair, George Reynolds

Chapter7: Knowledge Management And Specialized Information Systems

Section: Chapter Questions

Problem 17SAT

See similar textbooks

Related questions

Q: How do interrupt handlers and system calls let application programs connect with the computer's…

A: Introduction: The operating system a provides an interface between the CPU and the application…

Q: Construct a nondeterministic pushdown automata to recognize the language A = {a n b n+mc m : n, m ≥…

A: We need to construct nondeterministic pushdown automata to recognize the language A.

Q: Information technology Discuss Multiplexing and De-Multiplexing?

A: Introduction: The multiplexer, often known as a "MUX" or "MPX," is a combination logic circuit that…

Q: Write c program Get 5 numbers from user and print minimum of it

A: HI THEREI AM ADDING C CODE AS PER REQUIREMENT BELOWPLEASE GO THROUGH IT THANK YOU

Q: what is data Sloroge tchnolagy and How does it work !

A: Answer :

Q: Write a python program to display a multiplications table that shows the products of all numbers 0…

A: Answer :

Q: Describe two examples of separation of controls in the cybersecurity department. In your opinion,…

A: Let us see the answer:- Introduction:- The idea of separation of controls forbids assigning…

Q: 9. if A = [12 3; 4 5 6; 7 8 9], inverse of A is denoted by .. O A(inv) inv(A)

A: In Matlab these commands are used to deal with different matrixes and arrays.

Q: Term Class Fall Spring Sur ebpage Design MW 11:00 - 12:15pm TR 12:30 - 1:45pm Online vaScript M 5:00…

A: I Have given HTML code and for design, I have also written a CSS file:

Q: Create the framework, then consider the issues and bottlenecks that will arise if you implement each…

A: The framework issues are as follows: Aspects of legacy components Cross-references between framework…

Q: - Give an example to defined variables in the script file with three different wa

A: Below the an example to defined variables in the script file with three different ways

Q: the command zeros(4) Returns an .8 4-by-4 square

A: HI THEREI AM ADDING ANSWER BELOW PLEASE GO THROUGH ITTHANK YOU

Q: Describe how computers influence decision-making.

A: Introduction Increasing the speed and efficiency of decision-making is a result of more knowledge…

Q: What are the advantages of having a data-driven website in terms of business?

A: A data-driven website is a site that can easily and quickly be updated by its managers to display…

Q: CompTIA Security+ SY0-501: Cloud, Virtualization, and Resiliency Concepts. In your own words…

A: Virtualization refers to the act of creating a virtual (rather than actual) version of something,…

Q: What are the Internet protocol stack's five layers? What are each of these tiers' primary…

A: Internet protocol: Data delivered across a local network or the internet is formatted according to a…

Q: te the average power of the discrete-time wave shown in fig a?* O 1 0 6

A: ANSWER:

Q: Do you use your computer in a batch or interactive mode most of the time? Justify your position…

A: You're working interactively when you type commands in a login shell and see a response. Instead of…

Q: Answer the following questions by circling either true (T) or false (F) 1. T Every database has more…

A: ANSWER:

Q: Write a Python program to find the first two elements of a given list whose sum is equal to a given…

A: - We have to get to the target sum from the list.

Q: Examine the usage of Structured English in non-systems analytic methodologies?

A: Introduction: A systems methodology is a set of approaches and tools that include system-scientific…

Q: 6. if A = [12 3; 4 5 6; 7 8 9], the result of command A(:,2) is O 456 O 158 O 258

A: These commands are used in matlab to deal with different matrixes or arrays

Q: 2- Find the multiplication of the elements of each row in 2-D matrix. C++

A: The code in c++ along with the output snapshots is given below:

Q: When is it preferable to use Exception over if-else when dealing with error/invalid situations? in…

A: Introduction: When is it preferable to use an exception rather than an if-else statement in Java…

Q: this command A(:,2)=[] delete the .7 second

A: Solution: Question 7: Answer: A(:,2) = [] command will delete the second column. A(:,2) returns…

Q: What is the function of the Alphabetical button in the Properties box when it is selected?

A: Justification: The Properties window displays properties for objects chosen in the Visual Studio…

Q: Enter the puchase price: 1500 The Down Payment is: 150.0 Month Starting Balance Fixed Payment…

A: Find the required code in python given as below and output :

Q: What exactly is Promiscuous Mode?

A: Solution - In the given question, we have to tell about Promiscuous Mode.

Q: What are Internet-of-Things (IoT) devices?

A: IoT In a nutshell, the Internet of Things refers to a rapidly expanding network of linked items…

Q: What are the differences between corporate storage systems, file servers, network attached storage,…

A: NAS stands for Network Attached Storage. It is a collection of storage devices that can be used to…

Q: Describe the debugging procedure and the IDE's debugging features (Java)

A: Debugging process: Debugging is finding and eliminating flaws in software code, both actual and…

Q: Define the conditions that must be met for test-driven development to be successful. How would you…

A: Test-driven development : Test-driven development demands you to build the test first and then…

Q: What are some of the most successful firewall management methods?

A: Introduction: Best Firewall Practices and Instructions on How to Implement Them The modification of…

Q: What property governs how text in a Label control is aligned?

A: - Label control is used to display the text for the form in control. - Label control does not…

Q: The physical layer is concerned with bit transmission through physical media. Clarify?

A: Introduction: Correction: The physical layer in networking is responsible for delivering bits from…

Q: create a game space invaders using java.

A: let us see the answer:- Introduction:- We have 24 invaders in our Java clone. The ground has been…

Q: Why is it necessary to run the server application before the client program? Why is it possible for…

A: Introduction: Connectionless UDP datagrams are sent and received using the UdpClient class, which…

Q: Explain all Possible Types of the "MATLAB User Define Function structures" with clear examples.your…

A: Introduction

Q: Why is it regarded as a test tube for engineering ethics in practise? Describe (five) excellent…

A: Intro Copyright is a type of intellectual property that gives its owner the exclusive right to make…

Q: When the Categorized button is chosen in the Properties panel, what does it do?

A: Property Panels give you quick access to the settings you need to create and change features. The…

Q: What is the future role of object-oriented analysis and design? What Is Agile Methodology?

A: Intro software development has evolved significantly over the last decade. Agile methods have become…

Q: Describe how CAD, CAE, and CAM tools may collaborate to support the product development life cycle.

A: Introduction: The terms CAD, CAE, and CAM are all interchangeable.

Q: ohat is data Shoroge echnolagy and How id work !

A: What ins data storage technology and How does it work!

Q: Write a MATLAB code to enter an array of 15 numbers and print the minimum one

A: HI THEREI AM ADDING ANSWER BELOWPLEASE GO THROUGH IT THANK YOU

Q: What is the LDAP protocol and how is it used in a PKI?

A: LDAP stands for Lightweight Directory Access Protocol is an internet protocol works on TCP/IP…

Q: Explain PCI in a few words (peripheral component interconnect)

A: The PCI bus is an expansion bus standard created by Intel and popularised in 1994. It was used to…

Q: Describe how computers influence decision-making.

A: Introduction: Computers are capable of processing information much more quickly than the human…

Q: Write c program Get 5 numbers from user and calculate and print average of it

A: HI THEREI AM ADDING ANSWER BELOWPLEASE GO THROUGH IT THANK YOU

Q: What is the relationship between Hadoop and Big Data?

A: Hadoop is a framework that can handle and process a significant volume of Big Data, whereas Big Data…

Q: What is the purpose of the text that appears on a button?

A: It elaborates the button's function. If there is no text on the button, then how the user will come…

Concept explainers

Intelligent Machines

Machines that use artificial intelligence to learn from the environment and past experiences to perform better in the presence of variability and uncertainty are called intelligent machines. Intelligence develops according to environment and experience. It is human-like behavior. When the computer system or any programmed machine learns from the inputs and corresponding outputs, it can be called an intelligent machine.

Question

Consider data with two Boolean attributes A and B.
A
В
Label
count of examples
50
1
50
1
1
1
100
What is the entropy of the lables?
What is the information gain if A is selected as root?
what is it if B selected?

Expert Solution

This question has been solved!

Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.

SEE SOLUTION Check out a sample Q&A here

Step 1- Entropy of Lables

VIEW

Step 2- Information Gain for A and B

VIEW

Step by step

Solved in 2 steps

SEE SOLUTION Check out a sample Q&A here

Knowledge Booster

Learn more about

Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.

Similar questions

Consider a dataset consisting of grayscale images of size 100 x 100 pixels and a binary label. A deep neural network combining convolutional, pooling and fullyconnected layers is chosen for building a classifier for this dataset.
You are given a supervised data set with 10 binary features and one more feature with 10,000 categories (representing cities in the U.S.). You have only 500 examples to train a neural network. Give one suggestion to preprocess this data set, so that you could train a neural network without the risk of overfitting? Based on your solution, how many inputs will your neural network have?
Given the flowing neural network, each circle represents a neuron whose thresholdvalue is recorded inside the circle. The lines connecting the circles represent connectionsbetween neurons. Two connected neurons associate the same weight which is recordednext to the line connecting the neurons. What is the output when both inputs are 1s?
Consider the following knowledge base in first order logic: p(X) ← q(X) ∧ r(X, Y ) q(X) ← s(X) ∧ r(Y, Y ) s(a) r(a, a) What is the result of the query p(a) using a backward chaining inference algorithm? Show the intermediary queries.
q 2 Computer Science Draw a utility tree with quality attributes for Hadoop distributed file system with ratings.
In reference to deep learning, does the adoption of activation functions ensure artifcial neural networks' nonlinear behaviour?
Train an Autoassociative Net to store (-1, 1, -1, 1) and prove that the memory neural network is adaptable to two missing values
Consider a fully-connected artificial neural network with one hidden layer, i.e., a multilayer perceptron (MLP), which has 5 inputs, 3 neurons in the hidden layer, and 1 output neuron. The relation between the output y and the inputs x = [x1, . . . , x5] is given by y(x) = f (w, φ(x)), where φ(x) = [φ1(x), φ2(x), φ3(x)] 1. Draw the diagram that shows the inputs, nuerons, connections, correspond-ing weight parameters, and activation functions. 2. Explain the relation y(x) = f (w, φ(x)): write the explicit relation, explainthe role of functions f and φ(x), and state examples of functions.
2. You are training a neural network for classifying images on a custom dataset and it doesn't seem to learn anything. Describe your approach to solving the issue.
In a guided random walk, an entity takes a ”step” (i.e., makes a move in the search space). How beneficial that move was is evaluated by a fitness function (e.g., think ”how close is the robot to the exit?”, or ”how closely does this protein shape conform to the laws of chemistry?”). Why isn’t this approach deterministic? What should be done to better explore the search space?
train an artificial neural network using CIFAR10 dataset. You can get the dataset from Keras similar to mnist dataset - try to find the best performing model for your dataset (CIFAR-10), use the splitting for train/val/test as 80/10/10 attach the screenshot of code typed at any python compiler and output
Using the nnet library to build neural networks in R, you can set the __________ parameter to ensure that the model will stop training even if it doesn’t identify reliably predictive pathways. maxit seed logit limit