Fold 2 - Understanding why coefficient 5997681 was selected
Tag: STRIPES
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 5997681 | 4.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 4518564 | 4.000004 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -2914627 | 5.000160 | -1.1.72.5 | -5.72.1.1 (-(5*79^3 + 72*79^2 + 79 + 1)) | No | |
| -624180 | 5.000160 | -1.1.21.1 | -1.21.1.1 (-(493039 + 21*79^2 + 79 + 1)) | No |
These are the training products that have the "STRIPES" tag (processing sequence 2810). 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 |
|---|---|---|---|---|---|---|---|
| 11234 | Who Dat? | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | ATHLETIC | 0 | none | |
| 11314 | Heaven Cent | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | PINK, ATHLETIC, CLOUDS | 0 | none | |
| 1076 | Viola Stripe Tank | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | -1479117 | none | |
| 11247 | Pretty Liar | 0 | PINK, ATHLETIC | -5997681 | none | ||
| 11296 | Kaleidoscope Eyes | 0 | PINK, ATHLETIC | -5997681 | none | ||
| 73 | Pastel Stripe Shirt. | -624180 | FABRIC_COTTON, SIZE_L | -6621861 | none | ||
| 831 | Beau Shirt: Stripe | -2914627 | SHIRT | -8912308 | none |