Fold 1 - Understanding why coefficient 270 was selected
Tag: EXTEND
Selected Coefficient: 270
Taxonomy Path: 21.3
Taxonomy Name:
Products with this tag: 58
Unique residual values tried: 8
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 270 | 7.289737 | 21.3 | 3.21 (3*83 + 21) | Yes | |
| 27826 | 7.292495 | 21.3.4 | 4.3.21 (4*83^2 + 3*83 + 21) | No | |
| 14380 | 7.421832 | 21.7.2 | 2.7.21 (2*83^2 + 7*83 + 21) | No | |
| 21269 | 7.423864 | 21.7.3 | 3.7.21 (3*83^2 + 7*83 + 21) | Services > Professional Services > IT & Technology | No |
| 28075 | 7.542169 | 21.6.4 | 4.6.21 (4*83^2 + 6*83 + 21) | No | |
| 48576 | 7.602410 | 21.4.7 | 7.4.21 (7*83^2 + 4*83 + 21) | Services > Entertainment & Recreation Services > Outdoor Activities | No |
| 21 | 7.602410 | 21 | 21 (21) | No | |
| 102 | 51.000000 | 19.1 | 1.19 (83 + 19) | No |
These are the training products that have the "EXTEND" tag (processing sequence 5783). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 17723 | Extend Protection Plan | 48576 | Services > Entertainment & Recreation Services > Outdoor Activities | none | 48306 | none | |
| 17819 | Extend Protection Plan | 28075 | none | 27805 | none | ||
| 17722 | Extend Protection Plan | 28075 | none | 27805 | none | ||
| 17701 | Extend Protection Plan | 28075 | none | 27805 | none | ||
| 17818 | Extend Protection Plan | 28075 | none | 27805 | none | ||
| 17847 | Extend Protection Plan | 28075 | none | 27805 | none | ||
| 17700 | Extend Protection Plan | 28075 | none | 27805 | none | ||
| 21218 | Extend Protection Plan | 27826 | none | 27556 | none | ||
| 17866 | Extend Protection Plan | 27826 | none | 27556 | none | ||
| 17830 | Extend Protection Plan | 27826 | none | 27556 | none | ||
| 17871 | Extend Protection Plan | 27826 | none | 27556 | none | ||
| 21242 | Extend Protection Plan | 21269 | Services > Professional Services > IT & Technology | none | 20999 | none | |
| 17786 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 17703 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 17716 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 17719 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 17721 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 17776 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 17785 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 17787 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 17798 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 17805 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 21215 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 21217 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 21240 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 21246 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 21248 | Extend Protection Plan | 14380 | none | 14110 | none | ||
| 21250 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17726 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17715 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17820 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17714 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17738 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21235 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17777 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21236 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21238 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17791 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21239 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17817 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17865 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21212 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21213 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21245 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21222 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21224 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21227 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21228 | Extend Protection Plan | 270 | none | 0 | none | ||
| 21229 | Extend Protection Plan | 270 | none | 0 | none | ||
| 17737 | Extend Protection Plan | 270 | none | 0 | none | ||
| 14471 | Extend Protection Plan | 102 | none | -168 | none | ||
| 21232 | Extend Protection Plan | 102 | none | -168 | none | ||
| 14470 | Extend Protection Plan | 102 | none | -168 | none | ||
| 14462 | Extend Protection Plan | 102 | none | -168 | none | ||
| 14461 | Extend Protection Plan | 102 | none | -168 | none | ||
| 14435 | Extend Protection Plan | 102 | none | -168 | none | ||
| 14453 | Extend Protection Plan | 102 | none | -168 | none | ||
| 21216 | Extend Protection Plan | 21 | none | -249 | none |