Fold 1 - Understanding why coefficient 3532486 was selected
Tag: CASUAL-WEAR
Selected Coefficient: 3532486
Taxonomy Path: 1.1.13.7
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Shirts
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 3532486 | 3.000160 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | Yes |
| 56249 | 3.000641 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "CASUAL-WEAR" tag (processing sequence 931). 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 |
|---|---|---|---|---|---|---|---|
| 10828 | Leah Boxed A-Line Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 10830 | Asymmetrical Powder Blue Button Down Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 10829 | White Flip Collar Tux Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 10827 | Kitty Drawstring White Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 0 | none | |
| 10834 | Lizzo Black Off- Shoulder Jumpsuit | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | -3476237 | none | |
| 10822 | Hide and Seek Shirt Jacket Dress | 0 | BLACK-DRESSES | -3532486 | DRESS-IN-SIZE-MEDIUM | ||
| 10821 | The Victoria Powder Blue Dress | 0 | BLACK-DRESSES | -3532486 | DRESS-IN-SIZE-MEDIUM | ||
| 10803 | Valerie Versatile White Dress | 0 | BLACK-DRESSES | -3532486 | DRESS-IN-SIZE-MEDIUM |