Fold 2 - Understanding why coefficient -15550 was selected
Tag: YELLOW CRYSTAL
Selected Coefficient: -15550
Taxonomy Path: -1.6.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -15550 | 3.000000 | -1.6.3 | -3.6.1 (-(3*71^2 + 6*71 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 2928893 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 10218323 | 3.000000 | 3.3.39.28 | 28.39.3.3 (28*71^3 + 39*71^2 + 3*71 + 3) | No |
These are the training products that have the "YELLOW CRYSTAL" tag (processing sequence 2443). 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 |
|---|---|---|---|---|---|---|---|
| 5066 | Citrine Pendant Necklace - Antique Bronze | 10218323 | 13TH ANNIVERSARY, CHAIN MATERIAL BLACK FLAT LEATHER, CHAIN MATERIAL ROUND BLACK COTTON, NOVEMBER BIRTHSTONE | 10233873 | CITRINE | ||
| 9050 | Women's Citrine Pendant Necklace - Antique Bronze | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | ANTIQUE BRONZE, 13TH ANNIVERSARY, NOVEMBER BIRTHSTONE | 2944443 | CITRINE | |
| 9026 | Raw Citrine Pendant Necklace - Sterling Silver with Chain | 0 | CRYSTAL NECKLACE, WOMEN, 13TH ANNIVERSARY, NOVEMBER BIRTHSTONE | 15550 | Apparel & Accessories > Jewelry > Bracelets | CITRINE | |
| 9028 | New Beginnings Crystals - Bundle Bags | -15550 | 12TH ANNIVERSARY, 35TH ANNIVERSARY, GREEN CRYSTAL | 0 | none |