Question: Artificial Intelligence Using Weka for Classification and Learning Apply the Nave Bayes classifier and the MultiLayerPerceptron classifier in Weka to the following dataset and answer

Artificial Intelligence

Using Weka for Classification and Learning

Apply the Nave Bayes classifier and the MultiLayerPerceptron classifier in Weka to the following dataset and answer the questions below for each test. (i) Nave Bayes on segment-challenge.arff. Select test option as Use supplied test set, and upload the test file, segment-test.arff, from the DATA folder in Weka.

a. What are the total number of instances in the data file? b. What are the total number of attributes? c. What are the total number of classes? d. What are the total number of nodes generated? e. What are the total number of correctly classified instances? f. What are the total number of incorrectly classified instances? g. What is the accuracy percentage of correctly classified instances? h. What is the model training time? i. What is the model testing time?

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Artificial Intelligence Using Weka for Classification and Learning Apply the Nave Bayes classifier and the MultiLayerPerceptron classifier in Weka to the following dataset and answer the questions...

Artificial Intelligence Using Weka for Classification and Learning Apply the Nave Bayes classifier in Weka to the following dataset and answer the questions below for each test. (i) Nave Bayes on...

Artificial Intelligence Using Weka for Classification and Learning Apply the Nave Bayes classifier and the MultiLayerPerceptron classifier in Weka to the following dataset and answer the questions...

Apply the Nave Bayes classifier and the MultiLayerPerceptron classifier in Weka to the following dataset and answer the questions below for each test. Deliverables: Upload your answers as a word file...

Consider the following training dataset for the Playing - Tennis binary classification problem. Each training data point is of the form , where class ( x ) is either yes or No , indicating whether...

UC Irvine BANA 273 Assignment 2 Q1. Classification using Nave Bayes (7 points) For this question, you should be working with the data set called affiliation. This data set includes votes of each of...

Need a step - by - step guide on how to do this in Weka: Task 1 : Import the dataset ( segment - challenge.arff ) you will find it under Weka directory in the data folder for example ( c: \ Program...

CSCI 5525 MACHINE LEARNING, Fall 2017, Prof Schrater Homework 1 September 27, 2017 1. For data (x, y) with a joint distribution p(x, y) = p(y|x)p(x), the expected loss of a function f (x) to model y...

summaries the next paragraph in one prepare in word document 1. Introduction Undoubtedly, the world is shrinking into a small village owing to the tangible influence of social media. It connects...

PLEASE DO NOT COPY AND PASTE FROM OTHER POSTS I WANT REAL ANSWERS This assignment considers the following hypothetical scenario. A real estate agency would like to use artificial intelligence to...

At the end of the current year, the accounts receivable account has a balance of $1,800,000 and net sales for the year total $21,600,000. Determine the amount of the adjusting entry to provide for...

Consider a 2.00-mole sample of Ar at 2.00 atm and 298 K. a. If the gas sample expands adiabatically and reversibly to a pressure of 1.00 atm, calculate the final temperature of the gas sample...

describe at least five of the generally accepted financial probity and accounting principles

Part A Potassium perchlorate ( K C l O 4 ) has a lattice energy of - 5 9 9 k J m o l - 1 and a heat of hydration of - 5 4 8 k J m o l - 1 Find the heat of solution for potassium perchlorate when 1 4...

Within the White-Collar Occupations, where do Females have the strongest and weakest representations in the Federal Service?

What are the Five Phases of SDLC? Explain each briefly.

How can Change Control Procedures manage Project Creep?