Gaussian Discriminant Analysis produces a classifier that measures the distance of a test data point to the centroids of each class. Computing this distance is equivalent to calculating
Q: When is it OK to combine different kinds of mathematical operators?
A: Introduction: An operator is a character that, in mathematics and computer programming, stands in…
Q: Does each software system design technique need inputs and outputs?
A: Software Design? It's natural to ask, "What is software design?" It's not that important. Software…
Q: A Consider the minimum flow problem shown below, where the source is node A, the sink is node F, and…
A: Answer: We need to write the what will be the maximum flow for the given . so we will see in the…
Q: Many of cloud computing's disadvantages go unrecognized or are misunderstood.
A: Cloud computing may include a wide range of computer services, including servers, storage,…
Q: Illustrate the Euclid Algorithm (recursive style) (no need to write the program), you need to show…
A: The Euclidean Algorithm is a mathematical algorithm used to determine the greatest common divisor…
Q: SPEC ratios are shown for the Pentium and the Pentium Pro (Pentium+) processors Clock Pentium…
A: Introduction of SPEC ratio: The SPEC (Standard Performance Evaluation Corporation) ratio is a…
Q: primes.py: Write a program to find all prime numbers less than an integer n, where n is given as a…
A: 1. Get a number n as an argument from the command line2. Initialize a loop from 2 to n3. Within the…
Q: Many of cloud computing's disadvantages go unrecognized or are misunderstood.
A: A vast array of computer services, including servers, storage, databases, networking, software,…
Q: Please explain the advantages of compiled languages and how they vary from interpreted ones. There…
A: Introduction: The pre-processing stage has been developed as the first MR job to load the BFs…
Q: An Optimal Tour Considering a Multimodal Transportation System – The Traveling Salesman Problem…
A: The Traveling Salesman Problem (TSP) is a classic optimization problem where a salesperson wants to…
Q: 43. Which of these collections of subsets are partitions of the set of bit strings of length 8? a)…
A: In this question we have to answer which of these collections of subsets are partitions of the set…
Q: Most individuals don't know about or don't care about cloud computing's limitations, which might be…
A: Introduction Limitations of Cloud ComputingThe limitations of Cloud Computing can be relatively…
Q: Master not just cloud computing but also the intricacies of social networking blog writing.
A: Social media blogs provide information or statistics on the many social media platforms including…
Q: When the program is being run, the property of a control, like the characteristics of other…
A: Introduction: The Control class implements the fundamental pieces needed to style pertinent data.…
Q: If you were asked to define the term "network security," what would you say? You can explain the…
A: Network security involves a vast array of strategies, tools, and processes. Software- and…
Q: Most individuals don't know about or don't care about cloud computing's limitations, which might be…
A: Introduction: A vast array of computer services, including servers, storage, databases, networking,…
Q: Explain some advantages of Linux in your own terms. Thank you in advance for any extra information…
A: An operating system is a programme that runs application programmes and acts as a communication…
Q: How simple or complicated is it to add or delete users in Windows 10 and Linux?
A: In accordance with the inquiry, we must determine the difficulties associated with adding and…
Q: What sorts of errors are discovered while compiling the program?
A: Answer is
Q: In case study 2, what are some reasonable follow-up interventions for children that were predicted…
A: When it comes to follow-up interventions for children predicted to be at risk of vaccine…
Q: 116. The total transfer time for a disk I/O operation magnetic is equal to 36 msec. Knowing that the…
A: Here is The Correct and Detailed Explanation of this Question. The total transfer time for a disk…
Q: 4. Each of the following routines contains a significant error in its use of pointers. Describe the…
A: Given code: 01 int *min(int a, int b) {02 int theMin;03 theMin=a;04 if (b<a) theMin=b;05 return…
Q: The word "Identifier attribute" seems to be thrown about a lot without a clear definition.
A: The term "Identifier attribute" shall be defined as follows: Solution: Identifiers, which are…
Q: What are the four primary steps involved in creating software?
A: Introduction: Process activities: 1-Specification 2—Development 4- Evolution 1) Software…
Q: Infrastructure and software for networks hosted in the cloud
A: According to the information given:- We have to define Infrastructure and software for networks…
Q: What is the overhead associated with the execution of a recursive function, both in terms of the…
A: The overhead associated with executing a recursive function is mainly in terms of memory space.…
Q: Can software engineering's overarching goal be stated succinctly? What precisely is it?
A: One of the most significant areas of employment and education in the modern world is software…
Q: How are empty calculation cycles avoided when a huge number of instructions are being sent through a…
A: Introduction: Computers have four main components: the CPU, primary memory, input units, and…
Q: A decimal integer number N can be converted into Binary form, using the following recursive…
A: I have provided C++ CODE along with CODE SCREENSHOT and OUTPUT…
Q: What makes a quantum computer different from a regular computer? For what reasons does quantum…
A: A computer is a digital electronic machine that can be programmed to automatically perform a series…
Q: Will & Grace Output differs. See highlights below. Special character legend Input filel.txt Your…
A: - We have to solve the file problem with dictionaries. - We have to correct the code as the output…
Q: Blogs devoted to cloud computing and social networking are excellent resources for learning more…
A: INTRODUCTION: One of the most significant applications of the internet in today's world is social…
Q: Using the OSI paradigm would not work in this case. Why is it necessary for one layer's functioning…
A: In light of the fact that: Find the assertion that cannot be related with the functionality of the…
Q: Learn to differentiate between network services and apps hosted in the cloud and those hosted…
A: Definition: The on-demand availability of computer system resources, particularly data storage and…
Q: Problems arise from the inherent characteristics of wireless networks. Is there a way to put into…
A: Introduction: A wireless network is a network that communicates without a connection. The network…
Q: 5. Compute the double sum Σ=o Σ=o ij3.
A: In this question we have to compute the double sum of ∑2(i=0) ∑3(j=0) i2 j3 Let's solve, hope this…
Q: Specifically, how does Oracle's database differ from relational databases?
A: Databases with relations: The mathematical set theory behind the relational model forms the basis of…
Q: In a perfect shuffle a deck of cards is divided exactly in half, which are interleaved alternately…
A: In this question we have to understand what happens when multiple consecutive out-shuffles are…
Q: Please define "Semantic augmentation" and offer an example to help me get a handle on the…
A: Context Free Grammar:- Context-free grammar (CFG) is a type of formal grammar in which each…
Q: I'm not sure what you mean by "network security." Define how the data encryption standard works.
A: Definition: Network security, in general, refers to the measures taken by any company or…
Q: The number of defects discovered in a software before to release may have an effect on the quality…
A: Such flaws sometimes continue to exist but fail to manifest. For instance, there is very little…
Q: To get the most out of your gaming machine, upgrade to Windows 8 if it has built-in video and a…
A: GeForce GTX 1650 OC graphic card from Gigabyte has 4GB DDR 5 Excelling on this rundown of top…
Q: Assignment for Computer Architecture You are to write a program in MIPS that computes N! using a…
A: Introduction Computer Architecture:: computer Architecture refers to the fundamental design and…
Q: More companies are utilizing cloud computing to make their operations run more smoothly.
A: Introduction : The term "cloud computing" is used to describe a wide range of activities that…
Q: Is software engineering missing any necessary foundational elements? Explain?
A: Reversible Software Development: Any software engineering ideas missing? Explain? Database…
Q: "Free" Yes No Spam Class ents) NoSpam onsider above contingency table listing counts d NoSpam email…
A: A contingency table, also known as a cross-tabulation or cross-tab, is a type of table in statistics…
Q: Write a C# Windows Form program that asks the user to enter a name (in a TextBox) and displays the…
A: Introduction C#: C# (pronounced "C Sharp") is a modern, object-oriented programming language…
Q: statistics.py: Write a program that reads a list of integers from the user, until they enter -12345…
A: Introduction Python provides a wide range of libraries and tools that are specifically designed for…
Q: Why do wireless networks decrease in performance more quickly than wired ones?
A: Modern homes and offices increasingly need more and better internet coverage than just one PC or a…
Q: Wireless networks are becoming more important in today's developing countries, especially in Africa.…
A: 1. A computer network refers to interconnected computing devices that can exchange data and share…
please explain
Gaussian Discriminant Analysis produces a classifier that measures the distance of a test data point to the centroids of each class. Computing this distance is equivalent to calculating
The distance measures with respect to the centroid referred as the Mahalanobis distance.
LDA(Linear Discriminant Analysis) classification is based on the Manhattan distance.
Here forward plots based on the Mahalanobis distances.
It is also considered as the weighted distance which is referred as the Mahalanobis distance.
Trending now
This is a popular solution!
Step by step
Solved in 2 steps
- Draw logistic regression flow chart First design the question (choose x1 and x2 values for each class (blue and red) or initialize weight and bias),then find proper weight and bias values of green line that can be seen in Figure 1. This line should separate two classes.Only by seeing how well a model performs on test data can its accuracy be determined. elaborate on; provide additional information about Explain?Question # 2: Consider the following data Classification Model where YACT is your actual observation and YPRED is the model prediction value. You have to use the data and find CONFUSION MATRIX, and using confusion matrix compute the value of the following errors: Precision value of each class Recall value of each class F-measure value of each class Model Accuracy Model Precision value Model Recall value Model F-measure value YACT R G B B R G R R G G B B R R G B R B G R B G B R R B B G G G YPRED R R R B B B R R G B B R R G G G B B R R B G B R B G B G R R
- The hyper-parameters of a model must NOT be tuned on the test data ( i.e, the data used to evaluate the performance of the final model after selecting the hyper-parameters) Group of answer choices True FalseDo an analysis of a real data set and also mention where did you find the data set. Please do analysis completely in R studio. A basic requirement for the data set is that it includes one response variable and at least two predictor variables.The main objectives of this question are• to identify a suitable data set,• to come up with meaningful research questions based on the data,• to experience some of the problems encountered when analyzing real data,Also mention:• Where I find the data set?• Why the problem is of interest?• Which method or model is appropriate to this problem?• How do I apply the method to analysis the data set?• What is my conclusion?Please answer 13-15 explain and show the work of how you got the answer not a graded assignment
- In decision trees, the quality of the relevant partitions of data is used by attribute selection methods to evaluate if a nominal attribute is good or poor. A partition contains just the tuples when all attributes have the same value. Methods for selecting quantitative qualities are described.Model evaluation Create a predictions variable using your fitted model and the test dataset; call it y_pred. Then get the accuracy score of your predictions and save it in a variable called accuracy. Finally get the confusion matrix for your predictions and save it in a variable called confusion_mat. Code: y_pred = Noneaccuracy = Noneconfusion_mat = NoneThe analytical method relies heavily on the use of data modelling. In order to build a model, we'll need some data.
- 1. Answer the questions:a. Draw logistic regression flow chartb. Write pseudo code of logistic regressionc. Explain each step of flow chart and pseudo coded. First design the question (choose x1 and x2 values for each class (blue and red)or initialize weight and bias),then find proper weight and bias values of greenline that can be seen in Figure 1. This line should separate two classes.The purity of the relevant partitions of the data for a certain nominal attribute is one of the factors that decision tree attribute selection methods use to assess whether or not that nominal attribute is good. A partition will only include tuples if they all have the same value for a certain attribute. Describe the procedures that were followed in order to choose features based on their numerical values.explain me step by step for this data sceince question please Given the dataset below and a support threshold of 3 and confidence of 100%, +generate all the association rules that describe weather conditions with play outcome. Find out the closed and the max patterns