Grab a “regression” dataset from the UCI archive: https://archive.ics.uci.edu/ml/datasets.php (Links to an external site.) or these datasets: https://college.cengage.com/mathematics/brase/understandable_statistics/7e/students/datasets/slr/frames/frame.html (Links to an external site.) Do not use the same dataset as anyone else, i.e., pick randomly.
Choose a single input variable and output variable, and graph their relationship (scatter plot). The plot does not need to look “linear,” since we can find a linear regression line for any data.
Then create a single-neuron network (Linear type neuron) and train the network on the data. Also use the linear regression function of sklearn to find the actual best regression line. Then plot the network’s predictions and sklearn’s predictions on a scatter plot with the original data.
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 more
Each 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 more
Thanks 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 more
Your 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 more
By 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