Fold 2 - Understanding why coefficient -3926939 was selected
Tag: WINTER
Selected Coefficient: -3926939
Taxonomy Path: -0.0.69.10
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 0 | 3.000595 | 0 | 0 (0) | No | |
| -3926939 | 3.000595 | -0.0.69.10 | -10.69.0.0 (-(10*71^3 + 69*71^2)) | Yes | |
| 20164 | 3.000595 | 0.0.4 | 4.0.0 (4*71^2) | No | |
| 276292169 | 3.000595 | 0.0.68.61.10 | 10.61.68.0.0 (10*71^4 + 61*71^3 + 68*71^2) | No | |
| 1139338 | 6.000000 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| -408483 | 6.000000 | -20.2.10.1 | -1.10.2.20 (-(357911 + 10*71^2 + 2*71 + 20)) | No | |
| -334031629 | 6.000000 | -59.68.19.10.13 | -13.10.19.68.59 (-(13*71^4 + 10*71^3 + 19*71^2 + 68*71 + 59)) | No |
These are the training products that have the "WINTER" tag (processing sequence 1405). 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 |
|---|---|---|---|---|---|---|---|
| 1661 | Jacqueline Jacket - 100% Merino Knit - Ivory | 276292169 | AUTUMN | 280219108 | none | ||
| 4930 | JOOK - Shetland zip cardigan (Orange) | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 5066277 | none | |
| 287 | Snood - Wine | 20164 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE | 3947103 | none | ||
| 286 | Snood - Rust | 0 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE | 3926939 | none | ||
| 2394 | Saloos Multi Animal Print Dress | -408483 | FITS SIZE 18, PLUS SIZE, SALE | 3518456 | SALOOS | ||
| 1662 | Jacqueline Skirt - 100% Merino Knit - Ivory | -3926939 | AUTUMN | 0 | none | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -334031629 | ORGANIC, BEACH, BEAUTY | -330104690 | none |