Fold 3 - Understanding why coefficient 1560330 was selected
Tag: BRIGHT
Selected Coefficient: 1560330
Taxonomy Path: 1.1.13.3
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Cardigans
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1560330 | 1.025479 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | Yes |
| 5997681 | 1.025479 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 25044 | 1.025637 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 56644 | 1.037975 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 162517 | 5.000000 | 14.3.26 | 26.3.14 (26*79^2 + 3*79 + 14) | Home & Garden > Decor > Door Mats | No |
These are the training products that have the "BRIGHT" tag (processing sequence 871). 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 |
|---|---|---|---|---|---|---|---|
| 10305 | Basic V Neck Sweater - Coral | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4437351 | none | |
| 1021 | Moss Stripe Cardi | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 0 | SWEATER | |
| 8929 | Hello Arch Doormat | 162517 | Home & Garden > Decor > Door Mats | none | -1397813 | none | |
| 255 | Stack Ring ~ Combo 2 | 56644 | Apparel & Accessories > Jewelry > Rings | none | -1503686 | none | |
| 285 | Stack Ring ~ Combo 3 | 56644 | Apparel & Accessories > Jewelry > Rings | none | -1503686 | none | |
| 903 | Dottie | 25044 | Apparel & Accessories > Clothing > Dresses | none | -1535286 | FUN |