1 Consider the dataset shown in Table 1 for a binary classification problem. Table 1: Dataset with 20 instances 1.1 MovielD Rental Days Format 1 DVD 2 DVD 3 DVD 4 DVD 5 DVD 6 DVD 7 Online 8 Online Online 1 10 3 6 9 3 1 10911 91012 13 14 15 16 17 18 19 20 10 11 8 6 2253WAW79 2 3 4 3 2 1 5 3 Category Entertainment Online DVD Class Days-equal-depth 0 0 0 0 Comedy Documentary Comedy Comedy Documentary Comedy 0 Comedy 0 Comedy 0 Documentary 0 Comedy 0 Entertainment 1 DVD Online Entertainment 1 Online Documentary 1 Documentary 1 DVD Online Documentary Online Documentary 1 Online Entertainment Online Documentary Online Documentary 1 Discretize the attribute 'Rental Days' to transform it into a categorical attribute with 4 attribute values, a1, a2, a3, a4 (i.e., number of bins = 4) and fill out the last column. Use the equal-depth approach for discretization. 1.1 Compute the Entropy, Gini, and Misclassification Error for the overall collection of training examples. (These will be the impurity measures on the parent node.) 1.3 Compute the combined Entropy, Gini, Misclassification Error of the children nodes for all the three attributes: Rental Days, Format, and Movie Category, using multi-way splits for Rental Days and Movie

Q: An integrated test facility and a parallel simulation environment can be compared and contrasted.…

A: A fully integrated test facility and a parallel simulation environment are both methods used to test…

Q: the context of operating systems, what does it precisely mean when someone refers to being in…

A: Answer:

Q: What are some broad guidelines that may be utilized to identify whether either strategy should be…

A: Let's first see about binary search and sequential search algorithm. so that you can identify…

Q: What precisely does the term "experimental research technique" mean? Please describe its key…

A: Experimental research technique refers to a scientific method that involves manipulating one or more…

Q: t is morality? Explain the importance of information technology (IT) and make judgments about what…

A: What is morality? Explain the importance of information technology (IT) and make judgments about…

Q: How far has technology evolved in the last several decades, and what are some of the many sorts of…

A: The level of creativity brought about by technology: If new ideas are not implemented, the world has…

Q: What are some of the goals that must be met throughout the authentication process? Is it feasible to…

A: We have to explain that what are some of the goals that must be met throughout the authentication…

Q: It is important to explain to the audience what a Work Breakdown Structure (WBS) is used for. Is it…

A: Introduction: A Work Breakdown Structure (WBS) is a hierarchical and systematic breakdown of a…

Q: Examples are used to describe real-time operating systems. Explain the differences between it and a…

A: Answer: Real-time operating systems (RTOS) differ from typical operating systems in several ways.…

Q: After completing this course, you will have a much better grasp of cloud computing, social…

A: Completing a course in cloud computing and related subjects can provide numerous benefits and help…

Q: 3) The grid of hashes (#) and dots (.) in Figure below is a two-dimensional array representation of…

A: Solution:   The first step in solving these types of problems is figuring out every possibility that…

Q: What is the most effective technique to use more RAM to speed up the execution of all processes?…

A: RAM - Random Access Memory is an integral part of every computer system. Its primary function is to…

Q: Provide a clear and straightforward description of what, if anything at all, is included in the…

A: For the purpose of explaining computer programming. Machine Language: A collection of mathematical…

Q: Build a case for the need of the WBS. Is following your preferred SDLC while managing a typical…

A: Please find Descriptive answer in answer section

Q: Provide a general introduction to real-time operating systems before discussing specific situations.…

A: The name "RTOS" refers to a "real-time operating system," emphasizing this feature: To control…

Q: Show that you know your stuff by explaining what social networking is and how online discussion…

A: Show that you know your stuff by explaining what social networking is and how online discussion…

Q: I > Tossable Baseball +Baseball (brandName: String) +toss() +bounce () +toss() Ball -brandName:…

A: An abstract class is special type of class which can't be instantiated directly. In other words, we…

Q: Exist components for the administration, organization, and technical elements of an information…

A: Start: technological, administrative, and organizational. In order to leverage information systems…

Q: Examples are used to describe real-time operating systems. Explain the differences between it and a…

A: Introduction OS acts as an intermediary between applications and the computer hardware, providing a…

Q: It's essential to recognize four project components that will support the use of software…

A: Introduction: there are four aspects of a project that make it more likely that software engineering…

Q: Create a view of the Join of Deposit and Withdraw transactions to Bank Branch UNION with the join of…

A: Solution:   a) Create a view of the Join of Deposit and Withdraw transactions to Bank Branch UNION…

Q: What effect do you believe the internet has on the day-to-day lives of persons with disabilities?…

A: What is technology: Technology refers to the tools, methods, and systems that are developed and…

Q: Can you describe the kernel components of a typical operating system in a single sentence?

A: A computer's kernel is: The kernel is a piece of software that controls every aspect of a computer's…

Q: Write about the different search techniques and their time restrictions. Computer science and…

A: Every data structure that stores an object may be searched for or found using search algorithms.…

Q: wer available in today's computers, this is certainly not out of the question. Over the course of a…

A: With the computing power available in today's computers, this is certainly not out of the…

Q: We must be aware of any potential long-term consequences of cloud computing. What do you know about…

A: I want to write something about cloud computing: Client devices may access information from remote…

Q: What is the most effective technique to use more RAM to speed up the execution of all processes?…

A: The response is: The outcomes of increasing additional Memory are as follows: Definitely, after…

Q: Was there a significant difference between conventional desktop computer use and general computer…

A: Introduction A computer is an electronic device that is capable of processing and storing data. It…

Q: Talk about the moral and societal issues that come up with utilizing and applying technology.

A: Technology: The rapid development and widespread use of technology have revolutionized the way we…

Q: C. Matrix Transpose 1. The transpose of an m x n matrix A is n x m matrix A¹. 2. Formed by…

A: let us see the answer:- Introduction:- Sure, I can help you with that. Here's a Python code that…

Q: Does remote user authentication change between the two methods? Which one was more dangerous?

A: Cybercriminals are constantly working to perfect their assaults. As a direct consequence of this,…

Q: How does a simulation vary from a real one, and what is it? the justifications on why MATLAB is one…

A: A simulation is a model or representation of a real-world system or process that allows for testing,…

Q: Could you kindly clarify what you mean by the authentication process's goals? Examine the different…

A: Given:   We have to discuss what you mean by the authentication process's goals . Examine the…

Q: Which two of the following issues may simulation models adequately represent?

A: Simulation models are mathematical models that aim to replicate the behavior of real-world systems…

Q: What issues were intended to be resolved in the early days of the Internet? It is also crucial to…

A: In the early days of the Internet, there were several issues that needed to be resolved to ensure…

Q: What do you think the internet's benefits are for you as a person who is disabled? Is there anything…

A: Please find the answer below :

Q: Examples may be used to define a real-time operating system. What distinguishes this operating…

A: INTRODUCTION: After being loaded into the computer by a boot program, an operating system (OS) is…

Q: We suggest raising Flynn's taxonomy by one degree. What distinguishes computers at this level from…

A: Using Flynn's taxonomy, computer architectures are grouped according to how many simultaneous…

Q: Provide a brief description of the stakeholders involved in the system's development and give two…

A: System: A system is a group of interrelated components that operate together to accomplish a given…

Q: Is there anything you would do if you were having trouble accessing an online course?

A: Explanation:- We are aware that the COVID-19 has caused school cancellations throughout the world.In…

Q: When it comes to system analysis, having a second language is mostly irrelevant. Just which groups…

A: System analyst: A System Analyst can be defined as a person who checks the detailed structure of…

Q: How do random searching algorithms like DFS, BFS, and IDDFS compare to Genetic Algorithm-based goal…

A: The genetic algorithm is a search-based optimization approach based on the ideas of Genetics and…

Q: Identify and discuss the ways in which technological advancements are eroding societal norms and…

A: Technology: While there are some beneficial elements of technology, there are also some ways in…

Q: Which of our goals could become a reality if we seek help from authentication? In this part, we'll…

A: Outline the advantages and disadvantages of different authentication techniques. Advantages: For big…

Q: Learning more about social networking blogs, cloud computing, and other relevant subjects is…

A: Introduction:- Improve your knowledge of social networking blogs, cloud computing, and any other…

Q: There are a lot of obstacles that need to be overcome before mobile technology can be widely used.…

A: Mobile technology has become a vital part of our day-to-day lives since it enables people to…

Q: Write about the different search techniques and their time restrictions. Computer science and…

A: A search strategy is a coordinated design of key terms used to search a database. The search…

Q: Describe the need of the new scalability features of cloud computing.

A: What exactly is scaling? The concept of scalability refers to a system in which each application or…

Q: Describe how plagiarism impacts technical writing and how you may avoid it using examples.

A: Plagiarism in technical writing can have severe consequences, including damage to the writer's…

Q: the research into computers What does "visual programming" really mean?

A: Introduction: Visual programming is not a novel concept; however, it should be mentioned that within…