Fold 0 - Understanding why coefficient 1123460 was selected
Tag: V NECK
Selected Coefficient: 1123460
Taxonomy Path: 1.1.22.2
Taxonomy Name: Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1123460 | 1.000160 | 1.1.22.2 | 2.22.1.1 (2*79^3 + 22*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | Yes |
| 5997681 | 1.000160 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "V NECK" tag (processing sequence 4115). 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 |
|---|---|---|---|---|---|---|---|
| 10306 | Basic V Neck Sweater - Pink | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4874221 | none | |
| 12617 | Mermaid Lace Backless Spaghetti Straps Beach Wedding Dresses With Train, PW351 | 1123460 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 10850 | V Neck Cashmere Cardigan In Atlantic Blue | 0 | CARDIGAN | -1123460 | none |