1. Download and install MATLAB. Develop the following function using MATLAB
a. Write a script that loads data from a file and display the first five instances. Create a matrix from the loaded instances.
b. Divide the loaded instances into two sets with one set containing 70% of the instances and the other containing 30% of the instances. Save each set into a variable. Name the variables ‘TrainingSet’ and TestingSet’.
c. Save the two new variable to a ‘.mat’ file.
2. Implementing Fisher LDA method using MATLAB.
a. Write functions that take the provided data set and compute the optimal projection vector following the fisher criterion.
b. The output from the main function must be the identified projection vector.
3. Write functions to evaluate the LDA method using MATLAB.
a. Write a script to perform cross-validation and report the average accuracy, standard deviation, sensitivity, and specificity.
NOTE: There is no requirement to develop a GUI to visualize the intermediate or the results.
A report that includes the following items is due in addition to the source code for the functions:
- A description of each function,
- How to run the functions to get the reported results, and
- The experimental results.
9 freelances font une offre moyenne de 3500 ₹ pour ce travail
hi, i am an expert using matlab and various machine learning technique. lda method is a classical one. i can do it.
Hello I am Professional Mathematician and be good at Matlab & R. I have a lot of interest in your work. I am good at Numerical Math, Probability and Statistics, and so on. If you work with me, then you can get complete Plus
Hey there, I have deeply read your requirements and assure you complete this task within 2-days. Also have expertise on MATLAB/Simulink with all aspects. Feel free to contact me. Looking forward to your kind response Plus
I am RANDHIR KUMAR faculty of Mathematics for 11th. 12th. I.I.T foundation and also for degree levels having 27 years experience I promise your assignment will complete within given time period
Hello, I am a research scholar working in Machine Learning and Computer Vision. I have read the problem and understood it quite well, and I think I have the relevant knowledge and expertise to solve it. I have worked o Plus
Hi. i can deliver this project in few hours. My main motive is to provide quality content for my client. lets have quick chat for further discussion.
Hello dear I m phd scholler in electronics. I m exper matlab simulink, image processing, signal processing, Deep learning , ML,AI,NN tool, GUI, After complet project brif in google meet. Plagrsim Report provided below Plus
Hi i have resource for matlab and python, we have experience in working with pca (eigen values and eigenfaces ) and Lda (fisher faces) for face recognition projects i think we can use our knowledge to complete your Plus