Fold 0 - Understanding why coefficient 158710 was selected
Tag: WOODEN SIGN
Selected Coefficient: 158710
Taxonomy Path: 14.3.23
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 158710 | 1.000145 | 14.3.23 | 23.3.14 (23*83^2 + 3*83 + 14) | Yes | |
| 344713 | 1.000145 | 14.3.50 | 50.3.14 (50*83^2 + 3*83 + 14) | No | |
| -269 | 2.000000 | -20.3 | -3.20 (-(3*83 + 20)) | No |
These are the training products that have the "WOODEN SIGN" tag (processing sequence 3680). 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 |
|---|---|---|---|---|---|---|---|
| 29540 | Doctor and Nurse Name Sign | 344713 | none | 186003 | MODERN DECORATION, WALL DECOR | ||
| 29535 | Mom Gift Sign With Kids Names + Birthdays | 158710 | none | 0 | DECOR | ||
| 29482 | Anchor Guestbook | -269 | LASER CUT, WEDDING DECOR | -158979 | none |