The purpose of this personal assignment is to verify your level of understanding of the basic concepts of Machine Learning, in particular of classification and clustering.
The initial part, which is perhaps the most qualifying, will consist in choosing a dataset from the repositories that I will propose that has a meaning for you and on which you will act for the two main tasks mentioned above. Then you will consider a dataset with the various features and the target column (with the classification labels) that indicates the correct answer to the ML model during the training phase. Then you can create an instance to be classified (even by extracting it in advance from the original dataset, therefore not including it in the training phase), ensuring it is correctly classified. Choose at least two classification methods and evaluate the differences in performance. For the clustering phase, use the same dataset not including the target column, obtaining the clusters, and with the original dataset, evaluate to what extent the clusters correspond to the classification labels (not always the case as we have verified in the case of the Wine dataset
).
As deliverables, I expect a report on Google Docs and the related Orange 3 workflow.
List of dataset repositories:
https://www.kaggle.com/datasets?tags=13302-Classification
https://archive.ics.uci.edu/ml/datasets.php?format=&task=cla&att=&area=&numAtt=&numIns=&type=&sort=nameUp&view=table
Datasets from the Dataset widget in Orange 3 (https://orange3.readthedocs.io/projects/orange-visual-programming/en/latest/widgets/data/datasets.html)
Do you need any assistance with this question?
Send us your paper details now
We’ll find the best professional writer for you!
"We offer the best custom paper writing services. We have done this question before we can also do it for you."
- 100% non-plagiarized Papers
- 24/7 /365 Service Available
- Affordable Prices
- Any Paper, Urgency, and Subject
- Will complete your papers in 6 hours
- On-time Delivery
- Money-back and Privacy guarantees
- Unlimited Amendments upon request
- Satisfaction guarantee
Our Service Charter
1. Professional & Expert Writers: Experts Essays only hires the best. Our writers are specially selected and recruited, after which they undergo further training to perfect their skills for specialization purposes. Moreover, our writers are holders of masters and Ph.D. degrees. They have impressive academic records, besides being native English speakers.
2. Top Quality Papers: Our customers are always guaranteed of papers that exceed their expectations. All our writers have +5 years of experience. This implies that all papers are written by individuals who are experts in their fields. In addition, the quality team reviews all the papers before sending them to the customers.
3. Plagiarism-Free Papers: All papers provided by Experts Essays are written from scratch. Appropriate referencing and citation of key information are followed. Plagiarism checkers are used by the Quality assurance team and our editors just to double-check that there are no instances of plagiarism.
4. Timely Delivery: Time wasted is equivalent to a failed dedication and commitment. Experts Essays are known for the timely delivery of any pending customer orders. Customers are well informed of the progress of their papers to ensure they keep track of what the writer is providing before the final draft is sent for grading.
5. Affordable Prices: Our prices are fairly structured to fit in all groups. Any customer willing to place their assignments with us can do so at very affordable prices. In addition, our customers enjoy regular discounts and bonuses.
6. 24/7 Customer Support: At Experts Essays, we have put in place a team of experts who answer all customer inquiries promptly. The best part is the ever-availability of the team. Customers can make inquiries anytime.