Fold 0 - Understanding why coefficient 258 was selected
Tag: EXTEND
Selected Coefficient: 258
Taxonomy Path: 21.3
Taxonomy Name: Services > Business Services
Products with this tag: 48
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 258 | 7.265823 | 21.3 | 3.21 (3*79 + 21) | Services > Business Services | Yes |
| 13056 | 7.316616 | 21.7.2 | 2.7.21 (2*79^2 + 7*79 + 21) | Services > Professional Services > Finance & Insurance | No |
| 19297 | 7.318859 | 21.7.3 | 3.7.21 (3*79^2 + 7*79 + 21) | Services > Professional Services > IT & Technology | No |
| 25459 | 7.468354 | 21.6.4 | 4.6.21 (4*79^2 + 6*79 + 21) | Services > Personal Services > Lifestyle Services | No |
| 44024 | 7.506329 | 21.4.7 | 7.4.21 (7*79^2 + 4*79 + 21) | Services > Entertainment & Recreation Services > Outdoor Activities | No |
| 98 | 41.000000 | 19.1 | 1.19 (79 + 19) | Product Add-Ons > Extended Warranties | No |
These are the training products that have the "EXTEND" tag (processing sequence 3423). 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 | 44024 | Services > Entertainment & Recreation Services > Outdoor Activities | none | 43766 | none | |
| 17722 | Extend Protection Plan | 25459 | Services > Personal Services > Lifestyle Services | none | 25201 | none | |
| 17847 | Extend Protection Plan | 25459 | Services > Personal Services > Lifestyle Services | none | 25201 | none | |
| 17728 | Extend Protection Plan | 25459 | Services > Personal Services > Lifestyle Services | none | 25201 | none | |
| 17700 | Extend Protection Plan | 25459 | Services > Personal Services > Lifestyle Services | none | 25201 | none | |
| 21242 | Extend Protection Plan | 19297 | Services > Professional Services > IT & Technology | none | 19039 | none | |
| 21231 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17703 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17716 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17721 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17727 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17786 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17787 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17798 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17805 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17870 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 21215 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 21237 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 21240 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 21246 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 21248 | Extend Protection Plan | 13056 | Services > Professional Services > Finance & Insurance | none | 12798 | none | |
| 17784 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21238 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 17791 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21250 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 17725 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 17726 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21236 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 17737 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 17738 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 17775 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21247 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 17865 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21245 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21212 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21222 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21227 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21228 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 21230 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 17715 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 17714 | Extend Protection Plan | 258 | Services > Business Services | none | 0 | none | |
| 14453 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | -160 | none | |
| 14461 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | -160 | none | |
| 14435 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | -160 | none | |
| 21232 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | -160 | none | |
| 14462 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | -160 | none | |
| 21249 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | -160 | none | |
| 14470 | Extend Protection Plan | 98 | Product Add-Ons > Extended Warranties | none | -160 | none |