Answered: probability density

Engineering

Computer Science

probability density

Fundamentals of Information Systems

9th Edition

ISBN:9781337097536

Author:Ralph Stair, George Reynolds

Publisher:Ralph Stair, George Reynolds

Chapter7: Knowledge Management And Specialized Information Systems

Section: Chapter Questions

Problem 3DQ

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Concept explainers

Troubleshooting

Troubleshooting is the process of identifying and resolving a problem, bug or error present within the software, hardware or network connectivity. It repairs and resets the computer hardware or software, when it is unresponsive or if it malfunctions. It involves locating the error, isolating the error, removing the error and bringing back the system so that it operates normally.

Question

Naive Bayes Classifier) Please show the detailed process of classifying the test instance X = (HM = No, MS = Divorced, AI = 120000) based on the following data sets.

For the continuous attribute AnnualIncome, you may use discretization to convert the attribute as binary attribute by setting threshold 91000 or use probability density estimation to estimate the conditional probabilities.

HomeOwner (HO)
Yes
No
No
Yes
No
No
Yes
No
No
No
MaritalStatus (MS)
Single
Married
Single
Married
Divorced
Single
Divorced
Single
Married
Single
AnnualIncome (AI)
125000
100000
70000
120000
95000
60000
220000
85000
75000
90000
Defaulted
No
No
No
No
Yes
No
No
Yes
No
Yes

Branch of computer science concerned with using technology to solve problems that typically require human intelligence.

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brainwash briefcivilize coach cultivatedevelop discipline drilledify enlighten exercise explainfosterimprove indoctrinate inform instructmaturenurturerearschooltrain tutor objective blessed blest blissfulcheerful contenteddelightedecstatic elatedgladjoyful joyous jubilantlivelymerryoverjoyedpeaceful pleasant pleasedthrilledupbeat import java.util.Scanner;import java.io.FileInputStream;import java.io.IOException; public class LabProgram { public static void main(String[] args) throws IOException { Scanner scnr = new Scanner(System.in); int NUM_CHARACTERS = 26; // Maximum number of letters int MAX_WORDS = 10; // Maximum number of synonyms per starting letter String[][] synonyms = new String[NUM_CHARACTERS][MAX_WORDS]; // Declare 2D array for all synonyms String[] words = new String[MAX_WORDS]; // The words of each input line /* Type your code here. */ }}
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