Fold 4 - Understanding why coefficient -556175 was selected
Tag: BRIOLETTE
Selected Coefficient: -556175
Taxonomy Path: -15.9.10.1
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? |
|---|---|---|---|---|---|
| -556175 | 2.000000 | -15.9.10.1 | -1.10.9.15 (-(493039 + 10*79^2 + 9*79 + 15)) | Yes | |
| -50403 | 2.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 550269886 | 2.000000 | 47.11.6.10.14 | 14.10.6.11.47 (14*79^4 + 10*79^3 + 6*79^2 + 11*79 + 47) | No |
These are the training products that have the "BRIOLETTE" tag (processing sequence 880). 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 |
|---|---|---|---|---|---|---|---|
| 272 | Rise Above Multi Strand Necklace | 550269886 | NECKLACE, CITRINE, GIFT, ADJUSTABLE, ALYCIÆNGEL, BETTER TOGETHER, BOHO | 550826061 | COACHELLA, MOONSTONE | ||
| 259 | Golden Wreath Earrings | -50403 | EARRINGS, CITRINE | 505772 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | FESTIVE | |
| 250 | Charmed Mandala Necklace | -556175 | NECKLACE, CITRINE, GIFT | 0 | MOONSTONE, CHARM |