Plot and table the all. II. NAÏVE BAYES.Dataset showing the class, attribute and number of evidences per class | attribute.Here's the deal:CLASSBananaOrangeOtherLONG4000100SWEET350150150We have a training dataset of 1,000 fruits.The fruit can be a Banana, Orange or OtherThe fruit can be Long, Sweet or YellowYELLOW45030050TOTAL500300200Suppose we are told the unknown fruit is long, sweet and yellow, calculate for the probability of it beinga banana, orange or other fruit.

Naive Bayes: It is the probabilistic machine learning algorithm. As we know Naive Bayes is a simple…

Answered: ot and table the all.

Engineering

Computer Science

ot and table the all.

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

See similar textbooks

Related questions

Q: SHIFTING THE ELEMENTS IN AN ARRAY Using a loop and indexed addressing, write code that rotates the…

A: Introduction Array: In computer science, an array is a data structure that stores a collection of…

Q: Is there a way to find out which parts of a log entry a certain log processing function can read?…

A: Basics: A log document is a record that keeps track of events that occur while a programme is…

Q: For a suitable number of buckets, use an array of lists data structure to sort I a list of strings,…

A: Introduction: Bucket sort is a sorting algorithm that divides the input into several "buckets" and…

Q: When one partition on a hard disk drive has been formatted using a filesystem, all following…

A: NTFS: NTFS (New Technology File System) is an advanced file system developed by Microsoft for use on…

Q: Create the ErdosRenyiGraph programme, which creates a graph by generating E random pairs of integers…

A: Python program which creates a graph by generating E random pairs of integers between 0 and V1 and…

Q: Please provide an example of one benefit and one drawback that a microkernel operating system has…

A: Operating systems are the fundamental software that controls and manages computer hardware and…

Q: Which protocol, such as SSL or TLS, can make it possible to have more secure interactions between a…

A: Secure Hypertext Transfer Protocol (HTTPS) A secure computer network protocol called Hypertext…

Q: What are some of the advantages of using Azure Domain? In addition to Microsoft, there are a great…

A: One place for ID and access. Azure AD is the hub of your IT company, managing user identities and…

Q: Entitiy Notations Explanation

A: According to the information given:- We have to define entitiy Notations Explanation

Q: Create a persona for an individual in your favored user class. “Persona are used in user stories and…

A: In this question we have to create a persona of a individual person as a user experience method .…

Q: The setup code gives the following variables: Name image display_image Name Your code snippet should…

A: Image processing in Python can be done using the scikit-image library. This library provides a range…

Q: 41. Solve the following problem using the left-division method. 6x - 3y + 4z = 41 12x + 5y - 7z =…

A: In this question we have to solve the following problem using the left division method Let's solve…

Q: Which part of the compiler would throw an error if you attempted to add an integer to a string of…

A: Compiler: A compiler is a computer program that takes source code as input and produces an…

Q: When you do a scan on your system, you discover that there is a session with a host that is…

A: HTTP's designers did not decide to implicitly trust all web servers. At the time, there were other…

Q: We think that there should be an additional tier added to Flynn's taxonomy. What characteristics set…

A: They Include: Flynn's taxonomy, which is generally recognised, discusses two different components.…

Q: What's the retail price of the most expensive book written by Sam Smith? Determine the total profit…

A: We have to write the sql code for the given question. like- What's the retail price of the most…

Q: To improve your hearing, identify two external and two internal factors that are preventing you from…

A: There are several external and internal factors that can affect our ability to hear clearly. Here…

Q: When the power unexpectedly goes out, my colleague has completed her annual report and saved it so…

A: Introduction: When a computer unexpectedly shuts down due to a power outage or other issue, it can…

Q: What precisely is meant by the term "routing," and how does the process work? In this article, a…

A: Routing is the process of selecting a route across any network.

Q: Which of the following statements best describes the benefits and drawbacks associated with disk…

A: Introduction: Disk write caching is a technique used by operating systems and hard disk controllers…

Q: Can you try to draw out the tree to make it more clear.

A: - The recurrence :: 4T(n/3) + O(n3). - We have to draw the recurrence tree for the tight bound…

Q: How is tunneling in IP network used to enable communication between routers that use different IP…

A: Introduction: An IP network is a network of computers and other electronic devices that use the…

Q: 7. i = True j = False k = False if not i orj: print('z') elif not i or not j and k: print('w') elif…

A: “Since you have posted multiple questions, we will provide the solution only to the first five…

Q: Java Programming: Below is the shank.java file which is the main method file along with shank.txt.…

A: Here is the modified code with the text file being read using the Files.readAllLines() method: CODE…

Q: Why is it necessary for the protocol that runs on the network layer to also offer packetizing…

A: An organization layer convention gives packetization administrations to a vehicle layer convention…

Q: The different software components need to be coded and tested before being integrated and put…

A: Software development:- Software development is the process of designing, creating, testing, and…

Q: how to fis this sentence error on puty? sentence:

A: After correcting the code, I have provided PYTHON CODE along with CODE SCREENSHOT and OUTPUT…

Q: How can the reliability and accessibility of a LAN be ensured?

A: Introduction: Local area networks (LANs) are critical for modern business operations, as they…

Q: Can a pattern be found in the Hamming codes? Explain

A: Computer Network: A computer network is a group of computers and other devices connected to each…

Q: How do you pass the file name as a command-line argument? Show that in the code with the screenshot…

A: Here is how we do it While running the code, you just mention your text file along side your code…

Q: Why is it so difficult to utilize virtual memory in embedded systems? What is it about virtual…

A: Introduction of Memory: Memory refers to the electronic components that store data or instructions…

Q: Determine the greatest theoretical arrival rate that can be reached by a link that has a packet size…

A: The maximum theoretical arrival rate of a link is the maximum number of packets that can be sent…

Q: What are the benefits of utilizing a compiled language as opposed to one that is interpreted? In…

A: Compiled languages and interpreted languages have different benefits and drawbacks, and the choice…

Q: Instructions Write an application that allows a user to enter any number of student quiz scores, as…

A: Algorithm of the code: 1. Create a Scanner object, int variables for score, validCount, highest,…

Q: Outline the three most prominent cloud-based computing options.

A: Internet of Things: Instead of the programme operating on local computing devices like servers, PCs,…

Q: 12. v = 1 + 1//2+1/2+2 print(v) ›)

A: Algorithm of the given code: 1. Start2. Initialize a variable v 3. Set v equal to 1 + 1 // 2 + 1 / 2…

Q: To what end would you defend the practice of coding an application program in assembly language?

A: Assembly language: Assembly language considers as a low-level programming language it is used to…

Q: Name two ways that Geography – where in the physical world that the software is used – can introduce…

A: Software: Software is a set of instructions, programs, and data that tell a computer or other…

Q: Profit The profit for Product ID 183 (Asus GTX780TI-3GD5) is $118.08 The profit for Product ID 185…

A: Here SQL statement based on assumptions about the database schema and data is:

Q: Explain the ways in which the development of technology has contributed to the enhancement of…

A: Introduction Development of technology The development of technology refers to the process of…

Q: How else can we alter the document without affecting the page count (and hence avoid recompiling the…

A: Software:- Software is a collection of programs, data, and supporting documents that enable a…

Q: For what reason is virtual memory so difficult to implement in real-world embedded systems?

A: Virtual memory is a technique used by modern operating systems to provide the illusion of a larger…

Q: Investigate both the positive and negative aspects associated with open-source operating systems.

A: System: An operating system connects the user to the computer's hardware. To complete a job, it lets…

Q: What is a downgrade attack, and how can you protect yourself from it?

A: Attack Reduction: On the computer system or communication protocol, it is a kind of cryptographic…

Q: While searching for a PKES system, where should one look first?

A: Introduction The given question is asking for guidance on where to look for a PKES (Public Key…

Q: To examine daemon processes, you will need to use the –e option in conjunction with the ps command.…

A: Introduction of Daemon processes: Daemon processes are background processes that run without any…

Q: Abstract classes and interfaces may both be used to accomplish the goal of defining the behavior of…

A: Answer: interface or an abstract class to define the behavior of common objects, you should consider…

Q: Why are watchdog timers required in such a significant percentage of embedded systems?

A: Introduction An embedded system is a computer system that serves a specific purpose within a broader…

Q: Is it even conceivable for an application that relies on UDP to get the benefits of dependable data…

A: UDP (User Datagram Protocol) is a transport layer protocol that provides a connectionless and…

Q: Which would you rather use, a graphical user interface or a command line interface? Why?

A: In this question we have to understand which should be used graphical user interface or command line…

Concept explainers

Longest Common Subsequence

The Longest Common Subsequence (LCS) is defined as the longest subsequence that is shared by all of the given sequences, assuming that the subsequence's elements do not have to be in consecutive locations in the original sequences. It is used in the areas like bioinformatic, revision control systems like SVN and Git.

Question

Plot and table the all.

II. NAÏVE BAYES.
Dataset showing the class, attribute and number of evidences per class | attribute.
Here's the deal:
CLASS
Banana
Orange
Other
LONG
400
0
100
SWEET
350
150
150
We have a training dataset of 1,000 fruits.
The fruit can be a Banana, Orange or Other
The fruit can be Long, Sweet or Yellow
YELLOW
450
300
50
TOTAL
500
300
200
Suppose we are told the unknown fruit is long, sweet and yellow, calculate for the probability of it being
a banana, orange or other fruit.

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

Step 2

Step 3

Step 4

Step by step

Solved in 4 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

Create a knowledge base using frames for the description of the domain given below. Arepresentation must contain at least one class frame and all types of relations available inframes. Roland Greenberg was born in Germany in 1973. He is a sociologist by his education and has 15scientific publications. Roland collects stamps. His collection consists of 36,000 stamps from 1910to 1960. The follwoing information is known about each stamp: year of issue, title, country,monetary value and special marks (if any). One of the stamps is a stamp issued in Germany in1942 "Make the planet free!". It costs 50,000 EUR, because the stamp of the German post is seton it. Another stamp is the "Classic Fashion" released in France in 1956. It costs 3000 EUR. Could you please solve problem given above? Thanks
can you make ER Diagram with Crow`s foot method about library system. The rule: 1. A member can borrow more than one book at a time 2. A member can have more than one phone number 3. A book can have more than one author 4. All book registration, member and borrowing processes can only be done/served by officers 5. Data for books, members and officers are stored with a unique id, so no id is the same.
Consider the problem of trying to predict the acceptance status of an academic paper submitted to a given conference. We would like to use specific features to predict the acceptance status of a paper into one of the following categories [Accept, Weak Accept, Weak Reject, Reject, No Judgement]. We’ve decided to use a one-vs-one multi-class classification strategy: we train one classifier for each pair of classes. Later, we’re trying to predict the acceptance status of a new paper represented by sample xtest; we pass the sample into each of the models to obtain the value of hθ(xtest) for each model. The table below (on the top of the next page) summarizes the pair of classes recognized by each of the 10 models, as well as the predicted value hθ(xtest) obtained by each model on the input xtest: in this question is to use the information provided to determine which of the five classes xtest belongs to. Show your working clearly e.g. show how you compute the probability of each class and…
Suppose you want to build a classifier for initial screening of patients who are suspected of having cancer. Patients classified as positive for cancer will be sent for further more accurate testing. The confusion matrices for classifiers A and B are given below. Which classifier is more appropriate to use to classify patients? Select one: a. Classifier A b. Classifier B c. Both are equally good and why?
For the final project, you address some questions that interest you with the statistical methodology we learn in statistics 201( Elementery statics 13th e) . you choose the question; you decide how to collect data; you do the analyses. The questions can address almost any topic, including topics in psycholgy, sociology, antural science, medicine, public policy, sports, law, etc, The final project requires you to synthesize all the material from the course. Hence, it's one of the best ways to solidify your understanding of statistical methods.
For the confusion matrix shown, what is the precision for classes A. B, and C? What is the recall for classes A, B, and C? What is the overall accuracy of the system? Normalized Confustion Matrix Classifier Output (Computed Classification) Prediction A B C True Class of the Samples (Input) A 0.81 0.08 0.11 B 0.10 0.77 0.13 C 0.11 0.15 0.74
The consistency of a set of formulas can be defined as: Select one or more: a. There is at least one model for the set. b. There is at least one interpretation on which all the formulas are true. c. There is an interpretation yielding a truth value for all of the formulas in the set. d. There is an interpretation on which some of the formulas are true. e. All of the formulas can be false at the same time.
Select one or more: a. We would like to test whether our code work b. We try to avoid a data leakage by using testing data to find a good set of hyper-parameters. c. We would like to get performances from different models (trained from different dataset) to "mitigate" luck. d. We would like to train multiple models and use all of them to make a final model.
The questions should be completed with OCaml. Running screenshots should be provided. The background information is given by the picture. Question 1: Provide 5 good test cases each for eval_success_tests and eval_failure_tests, following the format of: let eval_success_tests : ((truth_assignment * formula) * bool) list = [] let eval_failure_tests : ((truth_assignment * formula) * exn) list = [] Question 2: Implement the function eval : truth_assignment -> formula -> bool. let eval (state : truth_assignment) (formula : formula) : bool = raise Not_implemented You are evaluating boolean formulae instead of float arithmetic. You also need to use the correct boolean value for each variable. We recommend using Variable_map.find_opt to perform lookups in the truth assignment. If a variable is needed but does not appear in the truth assignment, you must raise an Unassigned_variable x exception, where x is the unassigned variable. Once again, you may use any functions you want and…
1.) We want to build a model to predict the weight (in Ibs) of a car. This prediction will be based on multiple features of the car, such as: "Number of Cylinders", "Miles Per Gallon", "Production Year", etc. To train the model, we are given 1000 examples of cars along with the feature values and class for each car. What technique could we use in this case? Multiple Linear Regression Simple Linear Regression O K-Means Clustering K-Nearest Neighbors
Instructions: In the next exercise, you will use a known dataset used as an example for classification problems. Refer to: Index of /ml/machine-learning-databases/balance-scale (uci.edu). The problem has 3 classes and 4 input features. The possible classes are (B: balanced, L: left, R: right), and the 4 input features are: (LW: left weight, RW: right weight, LD: left distance, RD: Right distance). The balance shows up the value ‘B’ when LW + LD = RD + RW. Each raw of the file data is constructed as the following: Class, LW, LD, RW, RD. Example: B, 3, 2, 4, 1. In addition, all the input features might have values 1, ..., 5. For more information refer to website given before. Remark: you are free to propose a preprocessing of the input features, also you’re advised to try different values of the learning rate and observe the training curve. Remark: in your code, you are asked to use python, numpy and matplotlib. You shouldn’t use libraries like scikit, tensorflow, pytorch, or any other…
Answer the following questions about the given statement:∀t : Trainers • ∃c : Course • (t,c) ∈Teaches ∧c.time = 2•What does this statement mean?•Is this statement a set or a predicate?•What does the statement evaluate to based on the current system state? Examples for reference:•∃g : Owner • g.name = gymowner ∧g.email = test-There exists an owner with the name gymowner and email test-predicate-false•{c : Course |∃co : Customer • (co,c) ∈Books}-Set of all Courses which are booked by a customer-set-{Boxing,WeightLifting,Yoga1,Wrestling}•{t : Trainer |#{c : Course |(t,c) ∈Teaches}>1}-Set of all Trainers who teach more than 1 class.-set-{Trainer 2}