Program that perform k nearest neighbours algorithm, MATLAB Programming

Assignment Help:

1) Convert the table into format convenient for the processing with MATLAB.

2) Prepare a program that perform K Nearest Neighbours algorithm using Euclidian distance. (Your program should not utilise the MATLAB function for KNN)

3) For each row (instance) from the table prepare the results of the cross-validation: for each instance apply the program for different values of K = 1,2,3,4,5. Analyse the accuracy of the classification using cross-validation and visualize your results.

4) Please create a decision tree for prediction of USA presidential elections. Select randomly several example of each class for the test set and exclude them from the training set. Find the training and the test set errors.

5) Which method works better for this dataset? Explain please.

6) Please write a conclusion.

 

 


Related Discussions:- Program that perform k nearest neighbours algorithm

Random numbers, Random numbers: Whenever a program is being written to...

Random numbers: Whenever a program is being written to work with a data, and the data is not yet available, it is frequently useful to test the program first by initializing t

2 dimensional finite element analysis, i need matlab code on 2 dimensional...

i need matlab code on 2 dimensional analysis of temperature distribution in steel using finite element method

Generate two waveforms-analog waveform, The purpose of this lab is to intro...

The purpose of this lab is to introduce students to the basic concept of overtones. In order to generate two tones at the same time, you need to generate two waveforms and add them

Write a program to calculate and plot, This problem is intended to demonstr...

This problem is intended to demonstrate some problems that can arise from the finite precision of numerical calculations performed with computers.  We will do this by approximating

3-A-Day, Savannah says that the least common multiple of 4 and 6 is 24. Is ...

Savannah says that the least common multiple of 4 and 6 is 24. Is she right or what is her mistake?

Calculate displacement using indefinite integrals, Problem: A function ...

Problem: A function is given by Y= 2x3 + 3 x2 -12x + 5 a determine the finite values of x at which any local maximum of minimum occur and determine the corresponding val

Simulation of a pn junction, would you please send the programing code simu...

would you please send the programing code simulation.

Function with float and integer, hi i have this programm function [IRN,num...

hi i have this programm function [IRN,number ] = randnumbers( IRN ) IRN=int32(IRN) ITOTAL=(IRN*330)+100 ITOTAL=int32(ITOTAL); IQUOTIENT=ITOTAL/2303 IQUOTIENT=int32(IQUOTIENT);

Order of precedence - operator, Order of precedence: As with the numer...

Order of precedence: As with the numerical operators, it is significant to know that the operator precedence rules. Table below shows the rules for the operators which  have b

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd