Fold 4 - Understanding why coefficient 5997681 was selected
Tag: FRAILS
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 5997681 | 2.000160 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 25044 | 2.000320 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 1972156 | 3.012658 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No | |
| 5959760 | 3.012658 | 0.74.6.12 | 12.6.74.0 (12*79^3 + 6*79^2 + 74*79) | No |
These are the training products that have the "FRAILS" tag (processing sequence 1446). 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 | 0 | none | |
| 1039 | Perci | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | SOFT SWEATERS | |
| 1089 | Zoey | 5959760 | GOLD | -37921 | none | ||
| 839 | Boxer | 1972156 | SHORTS | -4025525 | none | ||
| 1049 | Roma | 25044 | Apparel & Accessories > Clothing > Dresses | none | -5972637 | MINI DRESSES |