Fold 3 - Understanding why coefficient -62500 was selected
Tag: BRIDAL
Selected Coefficient: -62500
Taxonomy Path: -1.6.9
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -21166 | 4.024242 | -1.6.3 | -3.6.1 (-(3*83^2 + 6*83 + 1)) | No | |
| -62500 | 4.024242 | -1.6.9 | -9.6.1 (-(9*83^2 + 6*83 + 1)) | Yes | |
| -75863 | 4.036145 | -1.1.11 | -11.1.1 (-(11*83^2 + 83 + 1)) | No | |
| -69555 | 4.036145 | -1.8.10 | -10.8.1 (-(10*83^2 + 8*83 + 1)) | No | |
| -240212541 | 6.000145 | -0.0.9.5.5 | -5.5.9.0.0 (-(5*83^4 + 5*83^3 + 9*83^2)) | No | |
| 0 | 6.000145 | 0 | 0 (0) | No | |
| 19824 | 7.000000 | 70.72.2 | 2.72.70 (2*83^2 + 72*83 + 70) | No | |
| 4072326 | 7.000000 | 14.11.10.7 | 7.10.11.14 (7*83^3 + 10*83^2 + 11*83 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware | No |
These are the training products that have the "BRIDAL" tag (processing sequence 6629). 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 |
|---|---|---|---|---|---|---|---|
| 9822 | ALC Cake Server Set | 4072326 | Home & Garden > Kitchen & Dining > Tableware > Serveware | none | 4134826 | none | |
| 853 | Chiffon Puffed Mini | 19824 | BRIDE | 82324 | none | ||
| 147 | Silk Satin Crepe Slip Dress | 0 | SLIP DRESS | 62500 | none | ||
| 24562 | Silver Arched Crystal Earrings | -21166 | EARRINGS, RHINESTONE | 41334 | none | ||
| 10197 | VIP Jewellery Design Experience! | -62500 | DIAMONDS, ENGAGEMENT RINGS | 0 | none | ||
| 29115 | Union Heel - Snow | -69555 | NEW-ARRIVAL, HEEL | -7055 | none | ||
| 14497 | Siara | -75863 | STYLE_LEHENGA, __TAB1:DELIVERY | -13363 | none | ||
| 9630 | ALC 8oz White Wine set of 6 Silver | -240212541 | DRINKWARE | -240150041 | none |