Fold 1 - Understanding why coefficient -10082 was selected
Tag: YELLOW CRYSTAL
Selected Coefficient: -10082
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -10082 | 1.014680 | -0.0.2 | -2.0.0 (-(2*71^2)) | Yes | |
| 0 | 1.014680 | 0 | 0 (0) | No | |
| 5041 | 1.014680 | 0.0.1 | 1.0.0 (5041) | No | |
| 45369 | 1.014680 | 0.0.9 | 9.0.0 (9*71^2) | No | |
| 7192797 | 1.056338 | 0.61.6.20 | 20.6.61.0 (20*71^3 + 6*71^2 + 61*71) | No | |
| -2913770 | 5.000000 | -1.1.10.8 | -8.10.1.1 (-(8*71^3 + 10*71^2 + 71 + 1)) | No |
These are the training products that have the "YELLOW CRYSTAL" tag (processing sequence 2453). 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 | 7192797 | PENDANT NECKLACE, CHAIN MATERIAL BLACK FLAT LEATHER, CHAIN MATERIAL ROUND BLACK COTTON | 7202879 | none | ||
| 9028 | New Beginnings Crystals - Bundle Bags | 45369 | 12TH ANNIVERSARY, 16TH ANNIVERSARY, 19TH ANNIVERSARY, BUNDLES | 55451 | none | ||
| 9040 | Citrine Jewelry Gift Set - Sterling Silver Plated Pendant and Raw Stud Earrings | 5041 | STUD EARRINGS | 15123 | none | ||
| 4999 | Raw Citrine Pendant Necklace - Bright Silver Plated | 0 | PENDANT NECKLACE | 10082 | none | ||
| 9050 | Women's Citrine Pendant Necklace - Antique Bronze | -10082 | PENDANT NECKLACE, ANTIQUE BRONZE | 0 | none | ||
| 9026 | Raw Citrine Pendant Necklace - Sterling Silver with Chain | -2913770 | WOMEN, CHAIN LENGTH 18" | -2903688 | none |