Fold 1 - Understanding why coefficient 158710 was selected
Tag: PERSONALIZED SIGN
Selected Coefficient: 158710
Taxonomy Path: 14.3.23
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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 | 2.000145 | 14.3.23 | 23.3.14 (23*83^2 + 3*83 + 14) | Yes | |
| 344713 | 2.000290 | 14.3.50 | 50.3.14 (50*83^2 + 3*83 + 14) | No | |
| 4 | 4.000000 | 4 | 4 (4) | No | |
| 269 | 4.000000 | 20.3 | 3.20 (3*83 + 20) | No |
These are the training products that have the "PERSONALIZED SIGN" tag (processing sequence 5710). 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 |
|---|---|---|---|---|---|---|---|
| 9669 | Personalized She Shed Sign, She Shed Gift, Pink Heart Glitter Custom Woman's Shed Sign, Cute She Shed Decor, Door Sign Shed Signage 2-SHE002 | 344713 | none | 186003 | none | ||
| 9657 | Personalized Gnome Sign, Buffalo Plaid Truck Gnome Fall Metal Sign, Round Gnome Signs, Autumn Pumpkin Patch Fall Gnome Decor Custom 7-FAL009 | 158710 | none | 0 | none | ||
| 17603 | Kindly Remove Your Shoes Sign, Kindly Remove Your Shoes Plaque, Welcome Sign, Welcome Plaque, Remove Your Shoes Slate Plaque, Slate Plaque | 158710 | none | 0 | none | ||
| 29478 | Wedding Welcome Sign Modern Midcentury Escort Card Display Sign Acrylic Layered Wedding Sign Custom Wedding Place Card Sign | 269 | none | -158441 | none | ||
| 9642 | Personalized Boys Penguin Sign, Christian Door Sign for Kids, Nursery Name Sign, Baby Boy Gift Bedroom Door Sign, Custom Baby GIft B-SCR004 | 4 | none | -158706 | none |