According to the Confusion matrix given below, a) • Overall Accuracy • Overall Recal value • Overall Precision value • Overall F1 score b) Comment on the RESULTS and Performance of the Classification Model x=2 Prediction A B Real A хо 5 States B C X

According to the Confusion matrix given below, a) • Overall Accuracy • Overall Recal value • Overall Precision value • Overall F1 score b) Comment on the RESULTS and Performance of the Classification Model x=2 Prediction A B Real A хо 5 States B C X

Programming Logic & Design Comprehensive

9th Edition

ISBN:9781337669405

Author:FARRELL

Publisher:FARRELL

Chapter9: Advanced Modularization Techniques

Section: Chapter Questions

Problem 20RQ

See similar textbooks

Related questions

Q: How do you determine what test cases are appropriate for automation?

A: The main capability of computers are the automation, save the time and labour. It can explain the…

Q: When conducting engineering economic analyses, it will be assumed at first, for simplicity, that…

A: Decision-Making Process: The process of making choices or decisions by an individual by identifying…

Q: 2. Why is testing not enough to ensure correctness?

A: Testing is the process of evaluating program of it's capability and determining whether it meets…

Q: By using BPMN (making use of a swim-lane diagram), draw a degree application and approval process…

A: Business process modeling is the graphical representation of a company's business processes or…

Q: Question: Calculate Completion Time , Turnaround Time And Waiting Time For The Following...…

A: SJF means Shortest Job First, this is a non-preemptive SJF scheduling algorithm. Gantt chart: Now,…

Q: Summarizing benefits and costs of design proposal is classified as a. feasibility study b. detailed…

A: Required; Summarizing benefits and costs of design proposal is classified as a. feasibility…

Q: d) SEQ stage implementation e) Pipelining f) Data Hazard and Control Hazard

A: d) SEQ stage implementation: Sequential stage implementation is the process of executing the…

Q: Essential

A: FORTRAN is becoming a popular programming language. You are tasked with making a program to…

Q: The ROC curve graphically shows the tradeoff between Question 6 options: The true…

A: A ROC curve (receiver operating characteristic curve) is a chart showing the presentation of a…

Q: (c) Explain how increasing or decreasing Bo, B1 or B2 affect our predictions.

A: β1 or β2 as I am taking β1 for current situations there are certain points that will be said on the…

Q: f the enquiry process that is recently implemented in their company. Given rework probability Help…

A: Given:

Q: Fill in the blanks A series of predicted values, pred_mpg , have been calculated from the fitted…

A: Choose the appropriate metric to assess the predictive performance: rnse accuracy precision auc

Q: Accidentally deleting a portion of the dataset in the modelling process is a __ (slect one) a.…

A: Mоdel risk is the роtentiаl lоss аn institutiоn mаy inсur аs а соnsequenсe оf…

Q: 1. Calculate E,D,P for Semi-detached software project using Basic cocomo Model where kloc is 56,ab=…

A: Note: Answering the first question as per the guidelines. Input : KLOC = 56 ab = 2.6 bb = 1.04 cb =…

Q: Q1: For the following system, write down the expression for system reliability: Assuming that…

Q: How can the INSTRUMENTATION used in a research study affect internal validity? O a lt can reduce…

A: Solution is given below :

Q: Discuss the different conversion method used when conversion to a new system. Under which…

A: Discuss the different conversion methods used when converting to a new system. so there are 5 types…

Q: Why did you choose each prediction model and a brief description of how it works.

A: what is predictive model? So it is basically a statistical technique which uses machine learning…

Q: A computer assisted method for the recording and analyzing of existing or hypothetical systems is…

A: Answer:- B. Data Flow Explanation:- A computer assisted method for the recording and analyzing of…

Q: What is a classification problem? * a) Predicting a real value b) Predicting a category c)…

A: b) Predicting a category

Q: Question: Calculate Completion Time , Turnaround Time And Waiting Time For The Following...…

A: We are given a question on CPU scheduling in which we are going to use SJF and SRTF algorithms and…

Q: Read the following paragraph and answer Q1…

A: The logical design phase for above scenario is

Q: 183. Waterfall model phase in which modification of a software product is done after delivery to…

A: Please see the next step for solution.

Q: An audit trial is a. test data used by the system auditor b. post-auditing the system after its…

A: Please find the answer to the above question below:

Q: There are different types of CRM - (Select the incorrect answer) a. Collaborative CRM b. Predictive…

A: CRM means Customer Relations Management and has three types. The incorrect option is selected as…

Q: Step-by-step rules or procedures that, if applied correctly, guarantee a problem solution are:

A: Step-by-step rules or procedures that, if applied correctly, guarantee a problem solution are:

Q: Identify handwritten symbols following the algorithm below

A: The full Python code for Handwritten recognition of MNIST classification is shown below.…

Q: Q2) a) What are the main approaches for identifying test cases? Briefly discuss the advantages and…

A: a)Testing: INTEGRATION TESTING is outlined as a kind of testing wherever software package modules…

Q: Define Forecasting Accuracy?

A: What is forecast accuracy ? forecast accuracy is the term used to determine that how your forecast…

Q: ___________is the term used to represent data that has been presented in order to alter the…

A: Given: Choose the correct option and fill in the blanks.

Q: JAD requires strong interpersonal and communication skills on the part of the systems analyst. Are…

A: Answer: Skills of system analyst containing JAD session are different from the one who conducts…

Q: . is a statistical metric indicating how well a model fits the data? O a. Relative Squared Error O…

A: Answer : - option 3) root means squared error.

Q: b) Consider the following ten usability heuristics: (UH1) Visibility of system status; (UH2) Match…

A: The answer is given in the below step

Q: a) What is Heuristic Evaluation? Why is it used? Outline the steps involved for expert review. b)…

A: Part (a) HEURISTIC EVALUATION: Heuristic evaluation is the evaluation technique for the measurement…

Q: Course: Research Methodology Which one of the following tests theories and hypotheses? (choose one)…

A: The solution to the given problem is below.

Q: You have been called to troubleshoot a problem, and you have successfully managed to establish a…

A: The answer will be Establish a plan for resolving the problem.Below is explanation.

Q: What are three internal structures that may affect time series analysis? Autocorrelation, trends,…

A: Sequence of data points over a time interval constitutes time series.

Q: Define and describe at least one assessment metric for each of the following problems.…

A: The Answer is in step2

Q: Would you consider the (RIA) project to be a failure? Please state reasons for your conclusions.

A: Answer :

Q: Confusion Matrix regarding the results of antigen tests on people who the suspect was infected with…

A: Answer arrow_forward Given confusion matrix:…

Q: Values Mission time (t) of A 1 2 3 4 6 0.5 1 3 Table 1 Q3. A. Using exponential reliability function…

A: The Reliability Function for the Exponential Distribution R(t)=e−λt Given a failure rate, lambda,…

Q: key differences between experience-based and algorithmic

A: the diffrence is an given below :

Q: …………… can be defined as most recent and perhaps the most comprehensive technique for solving…

A: Here, Fill in the blank is given with four options.

Q: automating the test case generation process. In a few places in the paper, they refer to the “state…

A: The most common variety structure is functional organizational structure.This departmentalizes a…

Q: What Data Science model should be used to estimate the risk and why? Implement the model using…

A: Linear Regression is the best model to be used in risk estimation. One of the most transparent…

Q: Q: Formal methods are related to both defect prevention and defect detection removal. Discuss other…

A: SQA ia a well defined, repeatable process that is integrated with project management and the…

Concept explainers

Fundamentals of Datawarehouse

A data warehouse is a data repository which is used to store large quantities of historical data that are mostly used for creating reports that help businesses to identify their weaknesses and strengths. For example, demographics data about people of a region can help businesses identify the needs and preferences of the region’s population. A data warehouse acts as a central storage for storing data that comes from one or more heterogenous sources. It also consists of data which can be old and of historical value. One of the most important applications of this type of system is that it is used for supporting business intelligence and data analytics applications.

Question

3. (30)
According to the Confusion matrix given below,
а)
• Overall Accuracy
• Overall Recal value
• Overall Precision value
• Overall F1 score
b) Comment on the RESULTS and Performance of the Classification Model
x=2
Prediction
A B
Real
A
хо
5
States
B
C

Expert Solution

This question has been solved!

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

This is a popular solution!

SEE SOLUTION Check out a sample Q&A here

Step 1

Step 2

Step 3

Step 4

Trending now

This is a popular solution!

Step by step

Solved in 4 steps with 2 images

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

Example 1) In R programming language: -Create a ordinal factor named “Height” containing – high, low, mid, low, mid, low, mid, high, mid, high. -Using a logical index, create new factor of only those from “Height”" greater than low. -Replace the last index in “Height” with veryHigh and create new factor with those greater than mid
32. Choose the correct option from given below: a. Prototyping Model facilitates re-usability of components b. RAD Model Model facilitates re-usability of components c. Both RAD & Prototyping Model facilitates re-usability of components d. none
Computer Science The Academic Affairs Department of ABC College provides photocopy services for the lecturers. Lecturers need to provide their name, staff id, faculty code (FHTM-Faculty of Hotel and Tourism, FSSR-Faculty of Sports Science and Recreation), type of assessment (quiz, test, examination), number of pages for master/original copy and number of copies required, to request for the photocopy service. The following class of Photocopy defines all the details for the photocopy service.
In each of the following areas, suggest a requirement that might be created for self-guided vacuum: function, reliability, maintainability, usability, disposability, and producibility. State the requirement and suggest how you would measure to see if it had been met. Function: Reliability: Maintainability: Usability: Disposability: Producibility:
Question 1: 1- Using R, write a complete program to apply a suitable data mining technique to smooth the following data: (1,3,5,2,4,80,5,3) 2- Using R, write a complete program to transform the following data to the range [0, 5]: (1,3,5,2,4,80,5,3)
b) You have created a system for your manager which recognises British banknotes (pound sterling) and South African banknotes (rand) your manager now wants the system to recognise American banknotes (dollars), which your systems were still labelling as British pounds and South African rands, respectively. What should you do to produce the two systems to manager’s satisfaction (i.e. they can be accepted as working correctly)?
(“A Gentle Introduction to Optimization”, by B. Guenin, J. K ̈onemann and L. Tun ̧cel, Cam-bridge University Press, 2014) A chemical plant produces a noxious byproduct, called Chem-ical X, that is highly toxic and needs to be disposed of properly. The chemical plant isconnected by a pipe system to a recycling plant that can safely process Chemical X. Theamount of Chemical X produced in each hour of the day, according to a standard day’s pro-duction schedule, is shown in Table 1 (Chemical X is not produced in any hour omitted inthe table).Table 1: Amount of Chemical X produced during each of the day.Time interval 9-10am 10-11am 11am-12pm 12-1pm 1-2pm 2-3pmChemical X (litres) 300 240 600 200 300 900The chemical plant has a storage capacity of 1000 litres for Chemical X, and, for environmentalsafety reasons, no Chemical X can be kept, unprocessed, overnight at the chemical plant.The cost for the recycling plant to process Chemical X varies throughout the day, as given inTable 2.Table 2:…
Comp Acrchitecture Problem 1 and 2 help
uml sheet question 2: Design UML diagram for the license issuing process of vehicles. Therequirements are as follows:o The country is divided into departments (Cairo, Giza, Alex….etc.). Each department is described by a code (unique), and severalservice locations (e.g., for Cairo department, there are: Heliopolis,Nasr City etc.).o Each Vehicle is described by a number (unique: for all vehicles inthe same department), model, type (private, Limousine, taxi….etc.), color, motor capacity, number of seats, manufacturing year,license issue date, license expiry date, owner, tax rate, and a set offins. The owner, type, and tax rate information are mandatory foreach vehicle. Each vehicle type is identified by a code (unique),name (unique), and has a set of tax categories. Each tax categoryhas a specific tax rate.o Each vehicle fin is described by number (unique), type, date, andvehicleo Each fin type is associated with specific value. When a vehicle istransferred from one department to another…
Which of the following best describes algorithmic bias? A) the creation of favorable results based on unique datasets B) unfair outcomes due to systematic and repeatable errors C) a programmer using the wrong programming language D) the equitable access of technology for all individuals
Damon Davis was creating the Drano Plumbing Company's spreadsheet. He determined that the net income would be $50,000. When he tallied the columns on the Balance Sheet, the totals were as follows: debit, $400,000; and credit, $300,000. What was the most likely reason for this discrepancy? If this was not the case, how should he proceed to determine the source of the error?
Solve the problem below. You will utilize rules of replacement to establish a formal proof of validity. If the new town hall is to be conveniently located, it will have to be situated in the heart of the city; and if it is to be adequate to its function, it will have to be built large enough to house all the town offices. If the new town hall is situated in the heart of the city and is built large enough to house all the town offices, then its cost will run to over 4 million dollars. Its cost cannot exceed 4 million dollars. Therefore, either the new town hall will have an inconvenient location, or it will be inadequate to its function. (C- the town hall is to be conveniently located, H- town hall is to be situated in the heart of the city, A- town hall is to be adequate to its function, L- town hall is to be built large enough to house all the town offices, O- New town hall’s cost is to exceed 4 million dollars)