Data Mining
$250-750 USD
Paid on delivery
Task 3:
I will provide you a database in .ARFF format. Analyse this database using the WEKA toolkit and tools introduced within this module. Produce a report explaining which tools you used and why, what results you obtained, and what this tells you about the data. Marks will be awarded for: variety of tools used, quality of analysis, and interpretation of the results. An extensive report is not required (approximately 2000 words), nor is detailed explanation of the techniques employed, but any graphs or tables produced should be described and analysed in the text. A reasonable report could be achieved by doing a thorough analysis using three techniques. An excellent report would use at least four tools to analyse the dataset, and provide detailed comparisons between the results.
You should perform the following steps:
1. Analyse the attributes in the data, and consider their relative importance with respect to the target class.
2. Construct graphs of classification performance against training set size for a range of classifiers taken from those considered in the module.
3. Analyse the data structure/representation generated by each classifier using cross validation with various numbers of folds.
4. Combine the results from the previous three steps and all your classifiers to develop a model of why instances fall into particular classes.
Produce a report containing your answers to the above.
Project ID: #5282102
About the project
10 freelancers are bidding on average $436 for this job
10+ years experience. 600+ projects completed successfully. I am very interested in this data mining research project. I have worked with Weka, RapidMiner. I can use other tools like KNIME and R. Please provide the arf More
Hi, I am Java and Data Mining expert with previous experience in WEKA analysis and interested in this project, Please let me know if you are interested. I will complete with two days. Thank You
I'm very good in data mining, and very good in using Weka tools, I've made a lot of assignments using Weka about (pre-processing, classification, clustering and association), it'll be very easy for me let's do it.
I'm a PhD student in machine learning and have used WEKA many times (for both classification and regression). I can do proper analysis and write the report you need (in Latex if you like). Please send me more details o More
Sir i have good data mining experience and skills. I can mine this data for you and provide you report containing all these 4 answers. Looking forward to work with you.
I have some experiences with weka in the past. I have a small submit to source control and be accepted. I think I can help you to solve the problem.
Expertise working with Data Mining, NLP, Weka, Big Data. Can assure of quality work in time/budgets. Follow professionalism in my each assignment for long term work relations.
