Fold 4 - Understanding why coefficient 68731 was selected
Tag: JOGGERS
Selected Coefficient: 68731
Taxonomy Path: 1.1.11
Taxonomy Name: Apparel & Accessories > Clothing > Outfit Sets
Products with this tag: 13
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 68731 | 1.000961 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | Yes |
| 3526245 | 1.001122 | 1.1.12.7 | 7.12.1.1 (7*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 3538727 | 1.001763 | 1.1.14.7 | 7.14.1.1 (7*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | No |
| -499280 | 12.000000 | -0.0.1.1 | -1.1.0.0 (-(493039 + 6241)) | No |
These are the training products that have the "JOGGERS" tag (processing sequence 80). 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 |
|---|---|---|---|---|---|---|---|
| 3940 | Smooth Plaid Men's Jogger Shorts | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 3469996 | CLASSIC, PLAID | |
| 4312 | Tribal Cloth Men's Joggers | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | 3457514 | none | |
| 13811 | Bright Orange Jogger Sweat pants | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | 3457514 | PANTS | |
| 6830 | Black Joggers | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | 3457514 | COME | |
| 6835 | Cream Joggers | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | 3457514 | COME | |
| 6845 | Vintage Joggers | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | 3457514 | COME | |
| 5176 | Airbrush 1995 Crop Top And Jogger Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | WHITE, TANK TOP, 2000S, GRAY, BLUE | |
| 9489 | Airbrush Crop Top And Jogger Set With Name | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | WHITE, TANK TOP, 2000S | |
| 5081 | Airbrush 1995 Crop Top And Jogger Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | WHITE, TANK TOP, 2000S | |
| 9478 | Airbrush Crop Top And Jogger Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | WHITE, TANK TOP, 2000S | |
| 5093 | Airbrush 1997 Green Hearts Crop Top And Jogger Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | WHITE, TANK TOP, 2000S | |
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | WHITE, ORANGE, TANK TOP, BRICKS, 2000S, BLUE, NEON YELLOW | |
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | -499280 | GREEN | -568011 | SS23, TROUSERS |