Model Evaluation Report
Classification Metrics
| precision | recall | f1-score | support | |
|---|---|---|---|---|
| Academic Writing | 0.9258 | 0.9363 | 0.931 | 879 |
| Content Listing | 0.8955 | 0.8915 | 0.8935 | 1134 |
| Creative Writing | 0.8947 | 0.7774 | 0.832 | 328 |
| Customer Support Page | 0.8469 | 0.8557 | 0.8513 | 582 |
| Discussion Forum / Comment Section | 0.8924 | 0.8038 | 0.8458 | 423 |
| FAQs | 0.7617 | 0.8802 | 0.8167 | 167 |
| Incomplete Content | 0.8649 | 0.7619 | 0.8101 | 84 |
| Knowledge Article | 0.8233 | 0.8782 | 0.8499 | 1905 |
| Legal Notices | 0.9477 | 0.9348 | 0.9412 | 368 |
| Listicle | 0.7695 | 0.8198 | 0.7939 | 505 |
| News Article | 0.957 | 0.9514 | 0.9542 | 3933 |
| Nonfiction Writing | 0.7231 | 0.5109 | 0.5987 | 92 |
| Organizational About Page | 0.8849 | 0.9093 | 0.8969 | 1995 |
| Organizational Announcement | 0.8745 | 0.9058 | 0.8899 | 2431 |
| Personal About Page | 0.9235 | 0.9337 | 0.9286 | 724 |
| Personal Blog | 0.9257 | 0.9168 | 0.9213 | 4473 |
| Product Page | 0.9654 | 0.9581 | 0.9617 | 16314 |
| Q&A Forum | 0.9182 | 0.8938 | 0.9058 | 452 |
| Spam / Ads | 0.75 | 0.4286 | 0.5455 | 7 |
| Structured Data | 0.9258 | 0.9021 | 0.9138 | 235 |
| Technical Writing | 0.9137 | 0.8889 | 0.9011 | 405 |
| Transcript / Interview | 0.7033 | 0.7442 | 0.7232 | 86 |
| Tutorial / How-To Guide | 0.8771 | 0.8915 | 0.8842 | 2249 |
| User Reviews | 0.8792 | 0.8285 | 0.8531 | 729 |
| accuracy | 0.9243 | 0.9243 | 0.9243 | 0.9243 |
| macro avg | 0.8685 | 0.8418 | 0.8518 | 40500 |
| weighted avg | 0.925 | 0.9243 | 0.9244 | 40500 |
Confusion Matrix
| Pred Academic Writing | Pred Content Listing | Pred Creative Writing | Pred Customer Support Page | Pred Discussion Forum / Comment Section | Pred FAQs | Pred Incomplete Content | Pred Knowledge Article | Pred Legal Notices | Pred Listicle | Pred News Article | Pred Nonfiction Writing | Pred Organizational About Page | Pred Organizational Announcement | Pred Personal About Page | Pred Personal Blog | Pred Product Page | Pred Q&A Forum | Pred Spam / Ads | Pred Structured Data | Pred Technical Writing | Pred Transcript / Interview | Pred Tutorial / How-To Guide | Pred User Reviews | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Actual Academic Writing | 823 | 3 | 0 | 0 | 0 | 0 | 0 | 35 | 0 | 0 | 1 | 0 | 2 | 6 | 1 | 1 | 2 | 0 | 0 | 0 | 4 | 0 | 1 | 0 |
| Actual Content Listing | 6 | 1011 | 2 | 1 | 0 | 0 | 0 | 5 | 0 | 15 | 3 | 0 | 11 | 15 | 0 | 6 | 47 | 1 | 0 | 0 | 0 | 2 | 7 | 2 |
| Actual Creative Writing | 0 | 1 | 255 | 0 | 2 | 0 | 0 | 14 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 33 | 16 | 1 | 0 | 0 | 0 | 0 | 0 | 2 |
| Actual Customer Support Page | 0 | 1 | 0 | 498 | 0 | 16 | 0 | 5 | 7 | 0 | 0 | 0 | 3 | 6 | 0 | 0 | 21 | 1 | 0 | 1 | 7 | 0 | 15 | 1 |
| Actual Discussion Forum / Comment Section | 1 | 1 | 0 | 2 | 340 | 0 | 1 | 0 | 0 | 0 | 2 | 1 | 0 | 4 | 2 | 48 | 2 | 4 | 0 | 0 | 0 | 2 | 1 | 12 |
| Actual FAQs | 0 | 0 | 0 | 2 | 0 | 147 | 0 | 5 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 4 | 6 | 0 | 0 | 0 | 0 | 1 | 0 |
| Actual Incomplete Content | 0 | 6 | 0 | 0 | 0 | 0 | 64 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 7 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| Actual Knowledge Article | 28 | 1 | 2 | 3 | 0 | 1 | 1 | 1673 | 1 | 9 | 14 | 3 | 18 | 17 | 4 | 11 | 67 | 6 | 0 | 12 | 2 | 1 | 30 | 1 |
| Actual Legal Notices | 0 | 0 | 0 | 7 | 0 | 1 | 0 | 2 | 344 | 0 | 0 | 0 | 4 | 4 | 0 | 1 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| Actual Listicle | 0 | 8 | 0 | 0 | 1 | 0 | 0 | 8 | 0 | 414 | 5 | 0 | 1 | 1 | 0 | 17 | 29 | 0 | 0 | 0 | 0 | 0 | 21 | 0 |
| Actual News Article | 3 | 1 | 0 | 2 | 0 | 0 | 0 | 40 | 0 | 10 | 3742 | 4 | 0 | 92 | 2 | 11 | 17 | 0 | 0 | 1 | 0 | 3 | 3 | 2 |
| Actual Nonfiction Writing | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 0 | 1 | 7 | 47 | 3 | 1 | 1 | 12 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 1 |
| Actual Organizational About Page | 2 | 10 | 1 | 4 | 1 | 1 | 0 | 17 | 3 | 1 | 1 | 2 | 1814 | 32 | 11 | 4 | 86 | 0 | 0 | 2 | 0 | 2 | 0 | 1 |
| Actual Organizational Announcement | 4 | 11 | 0 | 5 | 0 | 0 | 1 | 13 | 2 | 2 | 65 | 0 | 46 | 2202 | 1 | 25 | 42 | 0 | 0 | 0 | 3 | 4 | 5 | 0 |
| Actual Personal About Page | 1 | 4 | 0 | 0 | 2 | 0 | 0 | 3 | 0 | 0 | 1 | 0 | 8 | 1 | 676 | 16 | 6 | 1 | 0 | 0 | 0 | 4 | 0 | 1 |
| Actual Personal Blog | 3 | 5 | 15 | 0 | 23 | 1 | 4 | 40 | 0 | 30 | 25 | 5 | 8 | 43 | 9 | 4101 | 55 | 4 | 0 | 1 | 0 | 4 | 79 | 18 |
| Actual Product Page | 6 | 52 | 6 | 37 | 0 | 6 | 2 | 97 | 4 | 34 | 21 | 2 | 126 | 83 | 19 | 42 | 15631 | 1 | 1 | 0 | 6 | 1 | 100 | 37 |
| Actual Q&A Forum | 2 | 0 | 1 | 3 | 4 | 17 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 7 | 0 | 404 | 0 | 0 | 3 | 2 | 6 | 0 |
| Actual Spam / Ads | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 0 | 0 | 0 | 0 |
| Actual Structured Data | 2 | 5 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 0 | 212 | 1 | 0 | 0 | 1 |
| Actual Technical Writing | 3 | 0 | 0 | 5 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 1 | 13 | 2 | 0 | 0 | 360 | 0 | 9 | 0 |
| Actual Transcript / Interview | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 8 | 0 | 1 | 3 | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 64 | 0 | 2 |
| Actual Tutorial / How-To Guide | 0 | 5 | 1 | 19 | 0 | 2 | 1 | 40 | 1 | 19 | 8 | 0 | 0 | 5 | 0 | 52 | 76 | 6 | 0 | 0 | 7 | 0 | 2005 | 2 |
| Actual User Reviews | 0 | 2 | 1 | 0 | 8 | 1 | 0 | 5 | 0 | 0 | 1 | 1 | 3 | 0 | 2 | 31 | 66 | 2 | 0 | 0 | 0 | 0 | 2 | 604 |
Sampled Predictions
| Input | Prediction | Actual |
|---|---|---|
| We work with Marketing Managers and Digital Managers in mid-large companies and government departments, helping you to prepare and execute your digital strategy. Every engagement begins with a clear understanding of the goals for your company, and ho... | Product Page | Product Page |
| It doesn’t quite feel like summer in Seattle until the fourth of July. This weekend in the 80′s confirmed it. Thursday night kick off after work celebrating Marky’s birthday with beers and Thai food with his family. Friday morning brunch at our house... | Personal Blog | Personal Blog |
| Unlike most mammals, birds, and insects, fish often continue to grow after they reach sexual maturity. Although growth typically slows down just before sexual maturation as resources are channeled to gonads and reproduction, it can still continue for... | Knowledge Article | Knowledge Article |
| The RN Care Manager serves as a Bachelor's level care manager with responsibility for assessing, coordinating patient care, evaluating and updating the plan of care across the continuum utilizing accepted criteria and guidelines to manage benefits an... | Product Page | Product Page |
| By doing all the hard work I bring my website top on Google rankings but still no clicks on it. No business leads even no traffic is being obtained by my website from Google searches. What I come through is that people search a specific keyword and t... | Personal Blog | Personal Blog |
| I have had the opportunity to review quite a number of desi (Indian Writing in English) works by first time authors in the recent past.While some of them had been really good,the majority of them were either passable or slightly above average works.S... | User Reviews | User Reviews |
| An amputee long jumper who would have beaten Greg Rutherford at London 2012 with the 8.40m leap he registered to win IPC World Championships gold on Friday is ready to fight for his right to compete at the Rio Olympics next summer. Germany’s Markus R... | News Article | News Article |
| For a business that regularly uses tools it’s important to make sure you invest in long lasting good quality products. It’s also important that these tools are performing to your standards and are reliable to your business’s needs. Therefore finding... | Product Page | Product Page |
| By land, by sea, by air, we provide first class freight services. We strive to help you realize your business goals. Amoy International 2004-2018. All rights reserved. | Organizational About Page | Organizational About Page |
| FERRER GAZPACHO TARRO 660 ML. SUNNY DELIGHT CALIFORNIA 1250 ML. SUNNY DELIGHT FLORIDA 1250 ML. SUNNY DELIGHT FLORIDA 310 ML. | Product Page | Product Page |