Fold 1 - Understanding why coefficient 103154836 was selected
Tag: HANDMADE
Selected Coefficient: 103154836
Taxonomy Path: 1.12.15.4.4
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? |
|---|---|---|---|---|---|
| 103154836 | 6.028169 | 1.12.15.4.4 | 4.4.15.12.1 (4*71^4 + 4*71^3 + 15*71^2 + 12*71 + 1) | Yes | |
| 4360537 | 6.028169 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 6910928 | 6.028169 | 1.67.21.19 | 19.21.67.1 (19*71^3 + 21*71^2 + 67*71 + 1) | No | |
| -1139338 | 7.000198 | -1.1.13.3 | -3.13.1.1 (-(3*71^3 + 13*71^2 + 71 + 1)) | No | |
| -1119174 | 7.000198 | -1.1.9.3 | -3.9.1.1 (-(3*71^3 + 9*71^2 + 71 + 1)) | No | |
| -15 | 8.000000 | -15 | -15 (-(15)) | No | |
| 4401292 | 8.000000 | 2.7.21.12 | 12.21.7.2 (12*71^3 + 21*71^2 + 7*71 + 2) | No | |
| 77435243 | 8.000000 | 16.6.25.3.3 | 3.3.25.6.16 (3*71^4 + 3*71^3 + 25*71^2 + 6*71 + 16) | No | |
| -15565 | 8.000000 | -16.6.3 | -3.6.16 (-(3*71^2 + 6*71 + 16)) | No |
These are the training products that have the "HANDMADE" tag (processing sequence 1456). 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 |
|---|---|---|---|---|---|---|---|
| 6186 | Zeta Phi Beta Key Chain Tag | 103154836 | CELEBRATE, HERS, SMALL, BIRTHDAY | 0 | none | ||
| 5102 | Custom listing for Carrie - Rainbow Diamond Wood Artwork | 77435243 | FEATURED | -25719593 | none | ||
| 250 | Charmed Mandala Necklace | 6910928 | CITRINE, BRIOLETTE, CIRCLE, DAINTY, GEMSTONES, PERFECT | -96243908 | none | ||
| 257 | Faceted Citrine Drop Necklace | 4401292 | CITRINE, BRIOLETTE, COACHELLA, DAINTY, PERFECT | -98753544 | none | ||
| 251 | Citrine Cluster Earrings | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | EARRINGS, CITRINE, BRIOLETTE, COACHELLA, DAINTY, PERFECT | -98794299 | none | |
| 5188 | Handmade Resin Skull on Burned Wood | -15 | SKULL, RESIN | -103154851 | none | ||
| 294 | Farm Sanctuary Intention Bracelet | -15565 | GOLD, ALYCIÆNGEL, BRACELET, GEMSTONES | -103170401 | none | ||
| 287 | Snood - Wine | -1119174 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE, SCARVESANDSNOODS, SOFT, WINTER | -104274010 | none | ||
| 286 | Snood - Rust | -1139338 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE, SCARVESANDSNOODS, SOFT, WINTER | -104294174 | none |