4. Suppose we have used a decision tree algorithm to build a classifi-cation tree model for detection of Fault-Prone (FP) and Not Fault-Prone (NFP) program modules or objects. We have encoded FP=0and NFP=1. Also, assume that we are interested in a particular leafnode (NODE t) in the tree model with mean value of 0.20. We wouldlike to classify an object from the test data set which falls in this leafnode (NODE t). Predict this object as FP or NFP for the followingcases.(a) (or c) = 0.30(b) (or c) = 2.5Show all your work!

Given 4. Suppose we have used a decision tree algorithm to build a classifi-cation tree model for…

Answered: = to classify an object from the test…

= to classify an object from the test data set which falls in this leaf de (NODE t). Predict this object as FP or NFP for the following es. OS(or c) = 0.30 O5(or c) = 2.5 ow all your work!

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: Complete the equals method in the AbstractShape class. The equals method should take an Object…

A: Assuming AbstractShape class two instance variables - private int length;private int width;

Q: Log "successful" to the console if the response's status is 200. Otherwise, log "not successful" to…

A: The function is given below:function responseReceivedHandler(event) { if (event.target.status…

Q: In C++, can I get a set intersection function written from scratch, NOT using the STL library. I am…

A: Only the elements that are present in both sets make up the intersection of two sets. The function…

Q: Description Java you will create a backend class called SortableSet. A set, in computer science, is…

A: The SortableSet class which refers to the one it is a generic class in Java that implements the Set…

Q: in c++ Declare and implement 5 classes: FloatArray, SortedArray, FrontArray, PositiveArray &…

A: SUMMARY: - Hence, We discussed all the points.

Q: company wants to make a simple application to keep track of trips and passengers. you got the…

A: The above application is a railway system that keeps track of trips and passengers. It has several…

Q: With public functions: const & operator=(const nodeType&); void setInfo(const Type& elem); Type…

A: In this answer, we are required to implement a set of templated classes for various types of linked…

Q: Using the friend function compromises encapsulation. Discuss the plethora of possible uses for the…

A: The friend function is a feature in object-oriented programming languages that allows a function or…

Q: Provide code to create a linked sequence of nodes containing the values 1, 2, 3, 4, 5. The nodes…

A: Given that 3a) Provide code to create a linked sequence of nodes containing the values 1, 2, 3, 4,…

Q: What would be the missing code

A: Initialize an empty vector called licenseList to store the License objects. Use a while loop to…

Q: would be the correct implementation? import pandas as pd comp = pd.read_csv('Concrete_Data.csv')…

A: Explanation: The value_counts() function returns object containing counts of unique values. The…

Q: Create the set objects A={L,M,N,P,Q} and B={L,R,S,P,T } .

A: Program Explanation: Declare two sets Define two sets with the specified elements in the question…

Q: Code X CS1061 Description 'object' does not contain a definition for 'Text' and no accessible…

A: From the image provided by your for the error we can easily know what it is about . In the image we…

Q: This week you'll be making the following refinements to the class that you wrote in the last…

A: #include "MyString.h" #include <fstream> #include <cctype> // for toupper() #include…

Q: In this assignment, you are implementing a class from a model shown here. 8 PlayingCard suit char I…

A: Algorithm for the code:- 1. Start 2. Create a PlayingCard class with a constructor that takes two…

Q: x-{"id":"cmp1-6W15N5p36KXNUGYFKweYAOTN36ui","object":"text_completion","created":1673888689,…

A: Please refer to the following steps for the complete solution to the problem above.

Q: What is fuzzy interface? Select one: a.Applying the fuzzy rules and calculation of the output…

A: Fuzzy Inference: Fuzzy Inference System is the key unit of a fuzzy logic system having decision…

Q: In C++, Write the implementation for the methods of the Node class including the constructor. The…

A: Start.Create a class Node with private members value and next.Create a constructor for Node that…

Q: “Fill in with =, >, >=, <, <=, n/a for the relationship between A and B:

A: We need to fill the table with the correct operator between A and B

Q: Create a filtering iterator that accepts a basic iterator and an Object (called the predicate) with…

A: Algorithm:- 1. Define a FilterIterator class that accepts an iterable and a predicate object.2.…

Q: in c++ Declare and implement 5 classes: FloatArray, SortedArray, FrontArray, PositiveArray &…

A: Actually, array is a collection of elements.

Q: Write a copy assignment operator for CarCounter that assigns objToCopy.carCount to the new objects's…

A: Explanation: The assignment operator overloader will take objToCopy object as parameter, assign the…

Q: Exercise 1 The HeapManager in this chapter implements a first-fit mechanism. It uses the first block…

A: In this question we have to implement a modified version of the HeapManager class from the given…

Q: Question: Design CSEProgram class and CSProgram class which inherit CSEDepartmer class so that the…

A: Inheritance class child_class_name(parent_class_name) constructor def __init__(self, varibles)…

Q: The following are all true of the Map abstract data type EXCEPT: Use the memberSet to iterate…

A: keySet - It is a set of the key which is contained by MAP. keySet() - A method which is used for…

Q: i Write a predicate with signature predicate exist1(a: array, x:int) that returns true if the array…

A: By using map technique

Q: //3. toggleCommentSection //a. Receives a postId as the parameter //b. Selects the section element…

A: the program is given below:-

Q: omplete hat represents veight. 1ou must impi which supports comparing terms by three different…

A: import java.util.*;import java.lang.*;import java.util.Comparator; public class Term implements…

Q: TODO 12 Complete the TODO by getting our data, training the OrdinaryLeastSquares class and making…

A: Machine learning: Machine learning (ML) is a field of study that focuses on building algorithms that…

Q: Using a Generic class that implements the Comparator interface, write a working program that…

A: Answer: I have written some code in C++ because here not specify any language this is big question…

Q: Create three static comparators: one that compares points based on their x, y, and distance from the…

A: Comparator based on x-coordinate:public static Comparator<Point2D> xOrder() { return new…

Q: 1) Set numberofseats to 40 and use Seat(id:int) constructor to create 40 seats with different ids.…

A: The problem described in the question is to create a program that manages seat reservations in a…

Q: int ref_count () const; // Returns the reference count of the pointed to data. T& operator* (); //…

A: First of all you have not mentioned anywhere that templating is used in the code. So please mention…

Q: This question relies only on creating and manipulating Node objects. The Node class code is shown…

A: Given that Provide code to create a linked sequence of nodes containing the values 1, 2, 3, 4, 5.…

Q: /* * To change this license header, choose License Headers in Project Properties. * To change this…

A: Programming is instructing a computer to do something for you with the help of a programming…

Q: The Iris Dataset import sklearn.datasets import matplotlib.pyplot as plt import numpy as np import…

A: Q: Write a function that takes in an index i and prints out a verbose desciption of the species and…

Q: This question relies only on creating and manipulating Node objects. The Node class code is shown…

A: //comments are given wherever needed to explain the code //since its not asked in which programming…

Q: 26. Given the definition of the classes Node and List above but with this new List public member…

A: Here is the detailed explanation of the solution

Q: Differences between void and NULL pointers are as follows: Provide relevant instances to back up…

A: Differences between void and NULL pointers are as follows: Provide relevant instances to back up…

Q: Create a function that restores the frequency of distribution of the same members. This function…

A: created the constant the frequency created the variable to store the frequency Iterate over the…

Q: Complete the function that computes the length of a path that starts with the given Point. The Point…

A: The complete code is below with output .

Q: Write a class that when given the MDG and the number of iterations it applies the Munch clustering…

Q: Create a class Department with attributes DName, DID, a dynamic list DTeachers of type string.Write…

A: Given: Create a class Department with attributes DName, DID, a dynamic list DTeachers of type…

Concept explainers

A potential method of analysis

The complexity of the algorithm model emphasizes the potential method. This method is useful for examining a data structure's amortized time and space complexity.

Question

4. Suppose we have used a decision tree algorithm to build a classifi-
cation tree model for detection of Fault-Prone (FP) and Not Fault-
Prone (NFP) program modules or objects. We have encoded FP=0
and NFP=1. Also, assume that we are interested in a particular leaf
node (NODE t) in the tree model with mean value of 0.20. We would
like to classify an object from the test data set which falls in this leaf
node (NODE t). Predict this object as FP or NFP for the following
cases.
(a) (or c) = 0.30
(b) (or c) = 2.5
Show all your work!

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

VIEW

Step 2

VIEW

Trending now

This is a popular solution!

Step by step

Solved in 2 steps with 1 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

this question is related to web programming. computer siences
Given that Student is a das, how many refih ence vanables and objects are amnted by the following code? Student studentName, studentid; studentName = new Student(); Student stud_class new Student(); Select one: a. 3 reference variables and3objects are treated, b. 2 reference varistiles ahd objects are created, O Ca reference vanables and objerts are treated O d.3 reference variableS nd 2 otjects ofe created. ubet unjid Next page
This is the Java programming language. Please respond as soon as possible. To represent set partitions in this assignment, you will utilise a tree-based data structure. A collection of trees will be used to depict a set division. Each tree will represent a subset, with one node representing each subset element. 1.1 Getting Started - Create the SetPartition class. It should contain the following features: an inner class called Node, as mentioned before; an array of Node objects, one for each set element; and a function Object() { [native code] } called SetPartition (int numElements). The function Object() { [native code] } should set up the array and Nodes to reflect the partition of the set 0-1, numElements 1, where the subsets are 0-1, numElements 1, and numElements 1. 1.2 Finding roots - In your class, create a public int getRoot (int x) function that returns the value at the root of the tree containing x. (Note that the result of getRoot() won't be very interesting until you write…
What would be the missing line
Written in Python with docstring please if applicable Thank you
> > ©Citizen ©Company model model • licenseNo: String e location: String expiryDate: Date Company(int, String,String,String,Date) • getLicenseNo() String • setLicenseNo(String).void • getLocation() String • setlocation(String) void • getExpiryDate().Date • setExpiryDate(Date).void • toString() String nationalNo: int - bDate: Date nationality: String FCitizen(int,String,int,Date,String) • getNationalNo() int • setNationalNo(it) void • getbDate():Date • setbDate(Date):void • getNationality() String • setNationality(String) void toString() String > ©Customer model -bookings • book • cance id: int name: String FCustomer(int,String) • removeBookedObject(int).void • getBookings() ArrayList • setBookings(ArrayList)void • getid()int • setid(int).void • getName():String • setName(String) void • getTotalPayment() double toString() String -booki -customers <
Gere for outpur Code MARKS 95 - 90 - 85 - 80 - 75 - 70 - 65 - 60 - 0 - <60 INTERVAL 100 <95 <90 <85 <80 <75 <70 <65 LETTER A+ A B+ B.
Create a class Department with attributes DName, DID, a dynamic listDTeachers of type string.Write accessors and mutators for all data membersand show function to show all data members.Create nullaryand parameterized constructors to initialize the data members.Also write a copy constructor for Department class.In main() create a dynamic array of departments, Use loop to create four objects in the dynamic array. All the even indexed objects should be created with nullary constructors and thencall the accessors and mutators to initializethe objects while, all the odd indexed objects should be initialized using parameterized constructors. Create four copy objects from array using copy constructors.Call the show function to show the four objects.
Ques: Demonstrates two resources bundles by displaying the string associated with each key for both the defaut [English] version and German version (In Java by.) solve it soon as possible
Create a Triplet class that encapsulatesthree objects of the same data type in a given instance of Triplet.
Create a function that restores the frequency of distribution of the same members. This function should return the object, where the keys are unique and the values are the frequency at which those elements occur. Examples get Frequencies (["A", "B", "A", "A", "A"]) → {A: 4, B: 1} get Frequencies ([1, 2, 3, 3, 2]) {"1": 1, "2": 2, "3": 2} ([true, false, true, false, false]) {} get Frequencies get Frequencies ([]) Solve with Java Script → → {true: 2, false: 3}