Fold 1 - Understanding why coefficient -136636426 was selected
Tag: SLOW FASHION
Selected Coefficient: -136636426
Taxonomy Path: -0.0.80.72.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -136636426 | 3.000145 | -0.0.80.72.2 | -2.72.80.0.0 (-(2*83^4 + 72*83^3 + 80*83^2)) | Yes | |
| 0 | 3.000145 | 0 | 0 (0) | No | |
| 27640 | 3.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 99008792 | 3.000145 | 1.1.13.7.2 | 2.7.13.1.1 (2*83^4 + 7*83^3 + 13*83^2 + 83 + 1) | No | |
| -55280 | 4.000000 | -2.2.8 | -8.2.2 (-(8*83^2 + 2*83 + 2)) | No |
These are the training products that have the "SLOW FASHION" tag (processing sequence 3984). 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 |
|---|---|---|---|---|---|---|---|
| 23252 | Silk Prince Shirt I | 99008792 | none | 235645218 | MADE IN LONDON | ||
| 23247 | Rosas Tulle Dress | 27640 | none | 136664066 | MADE IN LONDON | ||
| 23250 | Sergio Max Jumper Dress | 0 | MAXI DRESS | 136636426 | MADE IN LONDON | ||
| 23254 | Silky Slip Dress | -55280 | SLIP DRESS, MAXI DRESS, PARTY DRESS | 136581146 | SPRING SUMMER | ||
| 23248 | Rosas Tulle Jumper | -136636426 | BABY PINK | 0 | MADE IN LONDON |