Evaluation of Algorithms using Weka
€250-750 EUR
Paid on delivery
I am looking for somebody with a strong background in machine learning to assist us in our project. We have built a small simulation program that generates us .arff files that should be used for predictive analytics. Your task would be to:
1. define criteria by which to evaluate different machine learning algorithms. this is dependent upon the context of our project. more information about it upon request
2. select ~5 different machine learning algorithms to evaluate
3. generate the necessary data sets using our simulation (English manual will be prepared and Java source code is available)
4. evaluate the performance of the selected algorithms according to the criteria you defined
5. summarize the work in written form. no need for long scientific text, but we need to be able to understand:
a) which criteria did you choose and why in the context of our project
b) which algorithms did you select and why
c) how did you do the performance evaluation. here a lot of details are necessary. e.g. did you use n-fold cross validation, if so, why?
d) what are the results, e.g. which algorithm is best in which scenario, what factors can be used to improve the performance, etc.
Your notes need to be sufficient for us to base around 20 pages of semi-scientific paper on such as this: [login to view URL]
The evaluation has to be done with Weka 3 and your final report must include Weka-generated console exports and graphics!
Ideally you can start within the next 7 days and need no longer than 10 days for this.
Final note: this is not deep scientific research. If you have a good background in data mining and are familiar with how evaluations works, this should be a pretty simple task. For any further question, don't hesitate to contact me.
Project ID: #14343873
About the project
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Your project is a perfect match for my skills. If you want we can do a short skype call to discuss any details. My bid is just an estimate until I have reviewed your specs. best regards, Joerg. PS: Spreche auch Deutsc More
17 freelancers are bidding on average €559 for this job
Hi I am a very experienced statistician and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have d More
Hello! We are extremely interested in this project and would love to work on this project, please reply back to discuss further. Looking forward to hearing from you soon. Thanks!
Hello, I am applying for this job because I've a keen interest in BigData technology and I’m considering your job post for me with the required capabilities. I have learned R programming, Hadoop and its components More
Hi, Can we discuss the project further? I have done similar project and understood the project outline. Please give me a chance. A trial will convince you. Looking forward to work with you.
Hello there my name is Ishtiyaqi am an developer with 4 years of experience in the field. I am interested in your project and would love to work on it. Rest we can discuss over chat. Regards Ishtiyaq
I have recently completed PhD in Bionformatics and have been working on machine learning since 2011. I have more than 20 publications of my work on machine learning, mostly using Weka, and you can search them on Pubme More
I am a data scientist in Bioinformatics, Machine Learning and Cheminformatics. I participated in IBM hackathon in Malaria Resistance prediction. My work involved Machine learning and Systems Biology. I mainly use More
