To produce valid, reliable, and reproducible results, it is important to ensure that a discovered pattern or relationship in the data is not an outcome of random chance, but rather represents a significant effect that did not occur due to natural variability in the data samples. This often involves using statistical procedures for avoiding false discoveries. A statistical test is a generic procedure for measuring the evidence for accepting or rejecting a hypothesis that the outcome (result) of an experiment or a data analysis procedure provides.
Find a recent scholarly article involving statistical testing techniques in data mining from a credible source on the Internet or the UC Library (no blogs, no book chapters).
In your initial post, please describe the technique and the significance of the procedure in the realm of data mining and validity testing.
Here is an example of an article: Instance-Based Classification through Hypothesis Testing
To earn credit, the article must be published within the past three years. You must provide a direct link to the article for verification purposes.
Respond substantively to at least two other students’ posts. In your peer responses, discuss examples of how this technique would be used to solve data mining issues that many data scientists face today.
*Please remember to include at least one credible scholarly reference with your initial post!
Choose an academic level, add pages, and the paper type you want.
To reduce the cost of our essay writing services, select the lengthier deadline.
We can't believe we just said that to you.
Delivering a high-quality product at a reasonable price is not enough anymore.
That’s why we have developed 5 beneficial guarantees that will make your experience with our service enjoyable, easy, and safe.
You have to be 100% sure of the quality of your product to give a money-back guarantee. This describes us perfectly. Make sure that this guarantee is totally transparent.
Read moreEach paper is composed from scratch, according to your instructions. It is then checked by our plagiarism-detection software. There is no gap where plagiarism could squeeze in.
Read moreThanks to our free revisions, there is no way for you to be unsatisfied. We will work on your paper until you are completely happy with the result.
Read moreYour email is safe, as we store it according to international data protection rules. Your bank details are secure, as we use only reliable payment systems.
Read moreBy sending us your money, you buy the service we provide. Check out our terms and conditions if you prefer business talks to be laid out in official language.
Read more
Recent Comments