Fold 2 - Understanding why coefficient -368220 was selected
Tag: BRIOLETTE
Selected Coefficient: -368220
Taxonomy Path: -14.3.2.1
Taxonomy Name:
Products with this tag: 5
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 | 3.000000 | -14.3.2.1 | -1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 4401130 | 4.000000 | 53.4.21.12 | 12.21.4.53 (12*71^3 + 21*71^2 + 4*71 + 53) | No |
These are the training products that have the "BRIOLETTE" tag (processing sequence 798). 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 | 4401130 | NECKLACE, GIFT, ADJUSTABLE, ALYCIÆNGEL | 4769350 | COACHELLA, MOONSTONE, CITRINE | ||
| 257 | Faceted Citrine Drop Necklace | 0 | NECKLACE, GIFT, ADJUSTABLE | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | COACHELLA, CITRINE | |
| 259 | Golden Wreath Earrings | 0 | EARRINGS | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | CITRINE | |
| 250 | Charmed Mandala Necklace | -368220 | NECKLACE, GIFT | 0 | MOONSTONE, CITRINE | ||
| 251 | Citrine Cluster Earrings | -368220 | EARRINGS, GIFT | 0 | COACHELLA, CITRINE |