Fold 4 - Understanding why coefficient -368220 was selected
Tag: BRIOLETTE
Selected Coefficient: -368220
Taxonomy Path: -14.3.2.1
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? |
|---|---|---|---|---|---|
| -368220 | 2.000000 | -14.3.2.1 | -1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 40593 | 2.000000 | 52.3.8 | 8.3.52 (8*71^2 + 3*71 + 52) | No |
These are the training products that have the "BRIOLETTE" tag (processing sequence 784). 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 | 40593 | NECKLACE, GIFT, ADJUSTABLE, ALYCIÆNGEL | 408813 | COACHELLA | ||
| 259 | Golden Wreath Earrings | 0 | EARRINGS | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | |
| 250 | Charmed Mandala Necklace | -368220 | NECKLACE, GIFT | 0 | none |