Fold 4 - Understanding why coefficient 78948730 was selected
Tag: JACKET
Selected Coefficient: 78948730
Taxonomy Path: 1.1.10.2.2
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 78948730 | 4.000000 | 1.1.10.2.2 | 2.2.10.1.1 (2*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | Yes |
| 624249864 | 4.000000 | 1.1.10.2.16 | 16.2.10.1.1 (16*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | No |
| 351599297 | 4.000000 | 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 |
| 0 | 7.012818 | 0 | 0 (0) | No | |
| 75909283 | 7.012818 | 0.0.76.74.1 | 1.74.76.0.0 (38950081 + 74*79^3 + 76*79^2) | No | |
| 70441456 | 7.025316 | 0.70.68.63.1 | 1.63.68.70.0 (38950081 + 63*79^3 + 68*79^2 + 70*79) | No | |
| -469866970 | 9.000000 | -13.10.0.5.12 | -12.5.0.10.13 (-(12*79^4 + 5*79^3 + 10*79 + 13)) | No |
These are the training products that have the "JACKET" tag (processing sequence 3168). 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 |
|---|---|---|---|---|---|---|---|
| 12067 | NANCY DK40-231 | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 545301134 | none | |
| 6843 | Padded Jackets | 351599297 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 272650567 | none | |
| 3920 | Patriotic Men's Bomber Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 0 | none | |
| 3935 | Slime!! Men's Bomber Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 0 | none | |
| 4440 | Tribal Marks Men's Bomber Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 0 | none | |
| 4458 | Vintage Gold Men's Bomber Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 0 | none | |
| 4303 | Teal Tribal Cloth Men's Bomber Jacket | 75909283 | FALL | -3039447 | none | ||
| 4301 | Sprigs Men's Bomber Jacket | 70441456 | LIFE | -8507274 | none | ||
| 12615 | Aztec Jacket in Charcoal and Berry | 0 | CHARCOAL | -78948730 | none | ||
| 3938 | Smooth Plaid Men's Bomber Jacket | -469866970 | CLASSIC | -548815700 | PLAID |