Fold 1 - Understanding why coefficient -3451273 was selected
Tag: IN-STOCK
Selected Coefficient: -3451273
Taxonomy Path: -0.0.0.7
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? |
|---|---|---|---|---|---|
| -3451273 | 3.000162 | -0.0.0.7 | -7.0.0.0 (-(7*79^3)) | Yes | |
| 0 | 3.000162 | 0 | 0 (0) | No | |
| -1897264 | 3.000320 | -0.0.67.3 | -3.67.0.0 (-(3*79^3 + 67*79^2)) | No | |
| -5997681 | 4.000002 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -4025525 | 4.000002 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| 4094176 | 5.000000 | 1.1.24.8 | 8.24.1.1 (8*79^3 + 24*79^2 + 79 + 1) | No |
These are the training products that have the "IN-STOCK" tag (processing sequence 1733). 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 | 4094176 | FINALSALE | 7545449 | SITE-NAV-BOTTOMS, UNDER-50 | ||
| 11176 | Charity Ribbed Split Hem Midi Dress | 0 | 50-100, FINALSALE | 3451273 | none | ||
| 6492 | Syd Pinstripe Tailored Skort | -1897264 | BLUE, FINALSALE | 1554009 | SITE-NAV-BOTTOMS, SITE-NAV-WORK, UNDER-50 | ||
| 11175 | Quinn Off-Shoulder Top | -3451273 | 50-100 | 0 | none | ||
| 11181 | 14K Gold Mini Pearl Accent Link Necklace | -4025525 | GOLD, 50-100 | -574252 | NECKLACES | ||
| 11224 | Solange Semi-Sheer Crinkled Maxi Dress | -5997681 | BLUE, 100-150 | -2546408 | none |