Fold 1 - Understanding why coefficient 1972156 was selected
Tag: PULLOVER
Selected Coefficient: 1972156
Taxonomy Path: 0.0.0.4
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 1972156 | 3.000002 | 0.0.0.4 | 4.0.0.0 (4*79^3) | Yes | |
| 1479117 | 3.000008 | 0.0.0.3 | 3.0.0.0 (3*79^3) | No | |
| -4025525 | 7.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| 1946968 | 7.000000 | 13.76.74.3 | 3.74.76.13 (3*79^3 + 74*79^2 + 76*79 + 13) | No | |
| 5997681 | 7.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "PULLOVER" tag (processing sequence 2379). 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 |
|---|---|---|---|---|---|---|---|
| 5745 | Mothercare Christmas Jumper Boys Xmas Festive Fairisle Winter Knitted 7-8 Years | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 14413 | Doodles | 1972156 | COTTON | 0 | none | ||
| 14296 | Colorblock | 1972156 | COTTON | 0 | none | ||
| 14410 | Patchwork Heart in Denim/Khaki | 1972156 | COTTON | 0 | none | ||
| 14411 | Off Kilter Stripe | 1972156 | COTTON | 0 | none | ||
| 14263 | Cats! | 1946968 | CATS, COTTON | -25188 | none | ||
| 14154 | Brushstroke | 1479117 | COTTON | -493039 | none | ||
| 14258 | Cable Peplum | -4025525 | CABLE, COTTON | -5997681 | none |