Fold 4 - Understanding why coefficient 1139338 was selected
Tag: WINTER
Selected Coefficient: 1139338
Taxonomy Path: 1.1.13.3
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Cardigans
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 1139338 | 5.000000 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | Yes |
| -76925660 | 5.000198 | -0.0.66.1.3 | -3.1.66.0.0 (-(3*71^4 + 357911 + 66*71^2)) | No | |
| 203293448 | 5.000198 | 0.0.0.0.8 | 8.0.0.0.0 (8*71^4) | No | |
| -1935816 | 5.014085 | -1.1.29.5 | -5.29.1.1 (-(5*71^3 + 29*71^2 + 71 + 1)) | No | |
| -131209 | 5.014085 | -1.2.26 | -26.2.1 (-(26*71^2 + 2*71 + 1)) | No | |
| -3987593 | 6.000000 | -20.2.10.11 | -11.10.2.20 (-(11*71^3 + 10*71^2 + 2*71 + 20)) | No |
These are the training products that have the "WINTER" tag (processing sequence 1387). 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 | 203293448 | MERINO | 202154110 | none | ||
| 1999 | JOOK - Shetland zip cardigan (Grey Marl) | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 0 | none | |
| 4930 | JOOK - Shetland zip cardigan (Orange) | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 0 | none | |
| 286 | Snood - Rust | -131209 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE, SCARVESANDSNOODS | -1270547 | none | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -1935816 | ORGANIC, BEACH | -3075154 | none | ||
| 2394 | Saloos Multi Animal Print Dress | -3987593 | FITS SIZE 16, FITS SIZE 18, SALE | -5126931 | SALOOS | ||
| 1662 | Jacqueline Skirt - 100% Merino Knit - Ivory | -76925660 | MERINO | -78064998 | none |