Fold 0 - Understanding why coefficient -986078 was selected
Tag: CHRISTMAS GIFT IDEAS
Selected Coefficient: -986078
Taxonomy Path: -0.0.0.2
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? |
|---|---|---|---|---|---|
| -986078 | 0.012660 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | Yes | |
| 3451273 | 0.012660 | 0.0.0.7 | 7.0.0.0 (7*79^3) | No | |
| 4088566 | 0.025316 | 0.9.23.8 | 8.23.9.0 (8*79^3 + 23*79^2 + 9*79) | No |
These are the training products that have the "CHRISTMAS GIFT IDEAS" tag (processing sequence 987). 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 |
|---|---|---|---|---|---|---|---|
| 3174 | The Green Collective XOXO Tea Towel | 4088566 | REUSABLE, BATHROOM | 5074644 | none | ||
| 2867 | Absolute Essential Romance Stimulating Skin Balm (Organic) | 3451273 | STRESS | 4437351 | none | ||
| 5353 | HANDMADE MOSAIC 9 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | -986078 | BOHEMIAN STYLE, BOHO CHIC | 0 | none |