Fold 3 - Understanding why coefficient -389500810 was selected
Tag: MERCHANDISE
Selected Coefficient: -389500810
Taxonomy Path: -0.0.0.0.10
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -389500810 | 4.000000 | -0.0.0.0.10 | -10.0.0.0.0 (-(10*79^4)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -7008768 | 5.000000 | -46.1.17.14 | -14.17.1.46 (-(14*79^3 + 17*79^2 + 79 + 46)) | No | |
| 486 | 5.000000 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | No |
| 25298 | 5.000000 | 18.4.4 | 4.4.18 (4*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Labels & Tags | No |
| 39942561 | 5.000000 | 3.2.1.2.1 | 1.2.1.2.3 (38950081 + 2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Art & Craft Paper | No |
These are the training products that have the "MERCHANDISE" tag (processing sequence 3985). 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 |
|---|---|---|---|---|---|---|---|
| 19970 | Trillium Fractal Sticker | 39942561 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Art & Craft Paper | none | 429443371 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials > Leather & Vinyl | none |
| 19086 | OG Fabulous Sticker Small | 25298 | Office Supplies > General Office Supplies > Labels & Tags | none | 389526108 | none | |
| 19835 | Extra Empty Bottle | 486 | Hardware > Hardware Accessories | none | 389501296 | none | |
| 19841 | E Gift Card | 0 | GIFT CARD | 389500810 | none | ||
| 19834 | Extra Dropper | -7008768 | CAP | 382492042 | none | ||
| 19818 | Holographic Echinacea Sticker | -389500810 | STICKER | 0 | TREE |