Fold 4 - Understanding why coefficient -19582 was selected
Tag: HANDBAGS
Selected Coefficient: -19582
Taxonomy Path: -57.62.3
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -19582 | 1.028169 | -57.62.3 | -3.62.57 (-(3*71^2 + 62*71 + 57)) | Yes | |
| -19369 | 1.028169 | -57.59.3 | -3.59.57 (-(3*71^2 + 59*71 + 57)) | No | |
| 725 | 4.000000 | 15.10 | 10.15 (10*71 + 15) | Luggage & Bags > Messenger Bags | No |
These are the training products that have the "HANDBAGS" tag (processing sequence 1363). 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 |
|---|---|---|---|---|---|---|---|
| 9860 | Brooklyn | Brown Purse | 725 | Luggage & Bags > Messenger Bags | CROSSBODY | 20307 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | TRENDING |
| 4560 | Udo-Naetochu African Print Leather Shoulder Bag | -19369 | A55 | 213 | none | ||
| 4561 | Udo-Wensi African Print Leather Shoulder Bag | -19369 | A55 | 213 | none | ||
| 4538 | Enwu-Naetochu Crossbody African Print Leather Bag | -19582 | A55 | 0 | none | ||
| 4539 | Enwu-Wensi Crossbody African Print Leather Bag | -19582 | A55 | 0 | none |