Fold 1 - Understanding why coefficient 312649216 was selected
Tag: OUTERWEAR
Selected Coefficient: 312649216
Taxonomy Path: 1.1.10.2.8
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 312649216 | 1.000160 | 1.1.10.2.8 | 8.2.10.1.1 (8*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | Yes |
| 351599297 | 1.000160 | 1.1.10.2.9 | 9.2.10.1.1 (9*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | No |
| 468449540 | 1.000160 | 1.1.10.2.12 | 12.2.10.1.1 (12*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | No |
| 1098496 | 1.000481 | 1.1.18.2 | 2.18.1.1 (2*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Athletic Socks | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "OUTERWEAR" tag (processing sequence 3903). 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 |
|---|---|---|---|---|---|---|---|
| 9445 | Men's Sweater Fleece Jacket | 468449540 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | none | 155800324 | none | |
| 8996 | Iron Heart IHJ-118-OLV Collarless Lightweight Quilted Jacket - Olive | 351599297 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 38950081 | none | |
| 22902 | Elegant Full Front Open Black Lace Kimono # | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | none | 0 | none | |
| 5886 | Vintage Black Oversized Sweatshirt | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | ACTIVEWEAR, ATHLEISURE | -311550720 | none | |
| 23260 | FRENCH TRENCH COAT | 0 | HAND MADE | -312649216 | none |