Fold 1 - Understanding why coefficient 350 was selected
Tag: MERCHANDISE
Selected Coefficient: 350
Taxonomy Path: 18.4
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 27906 | 7.000145 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | No | |
| 350 | 7.000145 | 18.4 | 4.18 (4*83 + 18) | Yes | |
| 0 | 7.012048 | 0 | 0 (0) | No | |
| -55610 | 7.012048 | -0.6.8 | -8.6.0 (-(8*83^2 + 6*83)) | No | |
| -110320 | 8.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | No | |
| 240220357 | 8.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 19 | 8.000000 | 19 | 19 (19) | No | |
| 510 | 8.000000 | 12.6 | 6.12 (6*83 + 12) | No | |
| 48608953 | 8.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "MERCHANDISE" tag (processing sequence 7145). 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 |
|---|---|---|---|---|---|---|---|
| 23694 | Wobbly Duck Mug | 240220357 | none | 240220007 | none | ||
| 19970 | Trillium Fractal Sticker | 48608953 | none | 48608603 | none | ||
| 19086 | OG Fabulous Sticker Small | 27906 | none | 27556 | none | ||
| 19835 | Extra Empty Bottle | 510 | none | 160 | none | ||
| 27353 | Pure Hemp Unbleached Limited Edition Tin | 350 | none | 0 | none | ||
| 19834 | Extra Dropper | 19 | none | -331 | none | ||
| 33194 | Willow Wellness Hoodie Blanket | 0 | BEDDING | -350 | none | ||
| 33186 | Love More Zipper Purse | -55610 | BAGS | -55960 | none | ||
| 19841 | E Gift Card | -110320 | GIFT CARD, SIMPLE EXTRACTS | -110670 | none |