1. Choose data mining problem and data set:
For this project, you must choose your own dataset. It can be one found from an on-line source, one of your own, or one of the ones from the UCI repository (http://archive.ics.uci.edu/ml/). A list of additional dataset sources is provided at the end of this document. If you would like to use data collection API to curate data, the attached document provides an example of using R to collect Twitter data.
WE WRITE ESSAYS FOR STUDENTS
Tell us about your assignment and we will find the best writer for your project
Write My Essay For MeSome rules/tips about choosing data sets:
a. Do not choose the datasets that we have already analyzed in class.
b. It should not be a small or made-up dataset. For this semester, “small” is defined as fewer than 1000 examples in the dataset.
c. Choose a data set that does not require excessive data preprocessing.
2. Experiment design:
Define a problem on the dataset and describe it in terms of its real-world organizational or business application. The complexity level of the problem should be at least comparable to one homework assignment. The problem may use at least TWO different types of data mining algorithms that we have studied this semester such as Classification, Clustering and Association Rules, in an investigation of the analytics solution to the problem.
This investigation must include some aspects of experimental comparison: depending on the problem, you may choose to experiment with different types of algorithms, e.g. different types of classifiers, and some experiments with tuning parameters of the algorithms. Alternatively, if your problem is suitable, you may use multiple algorithms (Clustering + Classification, etc.). If there are a larger number of attributes, you can try some type of feature selection to reduce the number of attributes. You may use summary statistics and visualization techniques to help you explain your findings.
3. Final project paper:
To complete this project, write a final report that conforms to general research paper format. See (Pang, Lee, and Vaithyanathan, 2002) as an example. Your report should be within 6 pages, 1 inch margin on all sides, and at least 12 point Arial or Times New Roman. Remember that your project paper serves as the tour guide for your readers to be able to repeat your data mining process and discover the same patterns as you did. It is very important to cite and paraphrase relevant work appropriately.
Are you facing the challenge of a looming assignment deadline? We have got a straightforward solution just for you! Just fill out our order form, detailing your specific instructions. Be confident knowing that our team is composed of expert writers who excel in their respective fields of study. They make use of extensive databases, high-quality online libraries, and the latest periodicals and journals to ensure the delivery of papers that are of the highest quality, customized to meet your needs. Rest assured that thorough research is conducted for every essay, and our unparalleled expertise spans a variety of topics. Additionally, our diverse team of writers covers a wide array of disciplines. You can trust that all our papers are crafted from the ground up, ensuring originality and uniqueness.
Write my essay: We write papers from scratch and within your preferred deadline.