Fold 1 - Understanding why coefficient 4025525 was selected
Tag: SHORT SLEEVES
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4025525 | 2.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 5997681 | 2.000006 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| 3014403 | 4.000160 | 0.0.9.6 | 6.9.0.0 (6*79^3 + 9*79^2) | No |
These are the training products that have the "SHORT SLEEVES" tag (processing sequence 3060). 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 |
|---|---|---|---|---|---|---|---|
| 1007 | Marie | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 1972156 | OFF WHITE | |
| 976 | Jeanny Top | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5840 | Pink Bear Funny Fortnite T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18115 | Angel Tee Bunny | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | NEW CLOTHING, BLACKFRIDAY, ALL TOPS | |
| 967 | Ibiza SS Polo | 3014403 | COTTON CITIZEN | -1011122 | ORGANIC COTTON | ||
| 1024 | Motley: Army | 0 | BLOUSES | -4025525 | none |