Even complicated and confusing topics will be easily developed and covered if you request our help writing an essay. Place an order today!

Rules • Use basic Python, numpy and matplotlib modules. Any other modules need my approval.

• Produce a LATEX-generated PDF of your report.

• Ask plenty of questions to ensure you have a good understanding of the project. • The code (and reports) should look vastly different for different groups. Very similar code will incur a hefty penalty.

• Everyone should participate...no excuses, no exceptions.

In this project we use pattern recognition to determine whether a subject is relaxed or planning. In this study EEG data was collected from patients in each of these two states. We build a classifier to help make automated decisions.

Part 1

1. Study the dataset located here: https://archive.ics.uci.edu/ml/datasets/Planning+Relax. You will note that there are 182 training patterns of 2 classes with the last column being the class label.

2. Write code to produce produce the posterior probability P (C1|x)

3. Calculate the training error of your classifier, that is over the whole training set.

 

 

Part 2

To ensure that our classifiers generalize, in practice we split the data into a training and a test set.

1. Split the data into 40%, 50%, 60%, 70%, 80%, and 90% training with the remainder being testing data.

2. Produce a table and a plot showing training error and testing error vs. percentage of training data.

In your report, take care to discuss the study and the 12 features that were collected from the subjects

testimonials icon
If a pure monopolist can price discriminate by separating buyers into two or more groups: the firm will face multiple marginal revenue cur...
testimonials icon
Need homework help.  Need in excel.  List numbers in excel exactly as they appear in the attachment below....
testimonials icon
You need to see the attach in order to know theto know the assignment . You need  to read the assignment. Please follow the instruction and do...
testimonials icon
For this elevator pitch, your goals is to get your listener to want to invest their “Garbarino Gelt” (see peer review mark for elevator pitch f...
testimonials icon
The dynamic and increasingly complex world of health care often requires nurses to work collaboratively on...
testimonials icon
I want you to do only "question" part, thank you....
testimonials icon
Describe and discuss the role of mental health nurses in the following therapeutic modalities: A: Milieu therapy B: Individual Counseling C: Psyc...
testimonials icon
Running Head: WILD NIGHT IN EL RENOWild Night in El RenoInstitutional AffiliationDate1WILD NIGHT IN EL RENO2Wild night in El Reno is a six-minute mov...
testimonials icon
Learning outcomes to be examined in this assessment (please note that this is NOT the assessment task) Critically evaluate methods of planning an...
testimonials icon
The Assignment must be submitted on Blackboard (WORD format only) via allocated folder.Assignments submitte...
testimonials icon
Draft a six- to eight-page paper based upon a life-changing decision you or someone in your community has had to make. Address the following...
testimonials icon
The following data give the percentage of women working in five companies in the retail and trade industry. The percentage of management jobs held...

Other samples, services and questions:

Calculate Price

When you use PaperHelp, you save one valuable — TIME

You can spend it for more important things than paper writing.

Approx. price
$65
Order a paper. Study better. Sleep tight. Calculate Price!
Created with Sketch.
Calculate Price
Approx. price
$65