Fold 4 - Understanding why coefficient 992240 was selected
Tag: UNDER-50
Selected Coefficient: 992240
Taxonomy Path: 0.78.0.2
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 992240 | 3.025477 | 0.78.0.2 | 2.0.78.0 (2*79^3 + 78*79) | Yes | |
| 9823255 | 3.025637 | 0.78.72.19 | 19.72.78.0 (19*79^3 + 72*79^2 + 78*79) | No | |
| 0 | 3.037975 | 0 | 0 (0) | No | |
| -545357462 | 7.000000 | -1.2.9.0.14 | -14.0.9.2.1 (-(14*79^4 + 9*79^2 + 2*79 + 1)) | No | |
| -11165468 | 7.000000 | -3.4.51.22 | -22.51.4.3 (-(22*79^3 + 51*79^2 + 4*79 + 3)) | No | |
| 17393747 | 7.000000 | 1.1.22.35 | 35.22.1.1 (35*79^3 + 22*79^2 + 79 + 1) | No |
These are the training products that have the "UNDER-50" tag (processing sequence 2968). 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 |
|---|---|---|---|---|---|---|---|
| 11195 | Emi Slip Midi Skirt | 17393747 | DPA-CLOTHING, FINALSALE, IN-STOCK, SITE-NAV-BOTTOMS | 16401507 | none | ||
| 11859 | Brody Bouquet Lapel Pin Brooch | 9823255 | GOLD, ACCESSORIES, AD, PATTERNED | 8831015 | none | ||
| 11380 | Vader Dotted Fashion Socks | 992240 | ACCESSORIES, CLOTHING, COTTON-BLEND | 0 | none | ||
| 11792 | Vadala Paisley Fashion Socks | 992240 | ACCESSORIES, CLOTHING, COTTON-BLEND | 0 | none | ||
| 11180 | 14K Gold Mini Pearl Hoop Earrings | 0 | GOLD | -992240 | none | ||
| 11856 | Nevan Casual Track Belt | 0 | ACCESSORIES, AD, BELTS, FALL, TAN | -992240 | none | ||
| 11860 | Valente Classic Leather Belt | -11165468 | CASUAL, ACCESSORIES, AD, BELTS, FALL | -12157708 | none | ||
| 11805 | Vago Paisley Fashion Socks | -545357462 | CHARCOAL, ACCESSORIES, CLOTHING, COTTON-BLEND | -546349702 | none |