Fold 0 - Understanding why coefficient 4518564 was selected
Tag: TANK TOP
Selected Coefficient: 4518564
Taxonomy Path: 1.1.13.9
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Tank Tops
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 4518564 | 7.000004 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | Yes |
| 4025525 | 7.000008 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -3457514 | 9.000320 | -0.0.1.7 | -7.1.0.0 (-(7*79^3 + 6241)) | No | |
| -1479117 | 9.000322 | -0.0.0.3 | -3.0.0.0 (-(3*79^3)) | No | |
| 3944312 | 9.000322 | 0.0.0.8 | 8.0.0.0 (8*79^3) | No | |
| -9455195 | 11.000000 | -1.1.14.19 | -19.14.1.1 (-(19*79^3 + 14*79^2 + 79 + 1)) | No | |
| -11046730 | 12.000000 | -2.2.32.22 | -22.32.2.2 (-(22*79^3 + 32*79^2 + 2*79 + 2)) | No |
These are the training products that have the "TANK TOP" tag (processing sequence 152). 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 |
|---|---|---|---|---|---|---|---|
| 5259 | Airbrush Lucky Crop Top | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | 2000S | |
| 45 | Patriotic ‘AMERICA’ Women's Racerback Tank | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | T-SHIRT | |
| 10644 | Psyche & Eros - Women's Tank Top | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 5329 | Airbrush 2000s Baby Crop Top | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | 2000S | |
| 314 | Casual Short Sleeve V-neck T Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -493039 | none | |
| 435 | Sequined Graphic T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -493039 | none | |
| 13583 | Women's Crop Tank Top | 3944312 | CROP TOP | -574252 | ACCESSORY | ||
| 5249 | Airbrush Freaknik Dallas Crop Top | -1479117 | PINK | -5997681 | 2000S | ||
| 5176 | Airbrush 1995 Crop Top And Jogger Set | -3457514 | JOGGERS | -7976078 | 2000S, GRAY | ||
| 5093 | Airbrush 1997 Green Hearts Crop Top And Jogger Set | -3457514 | JOGGERS | -7976078 | 2000S, NEON GREEN | ||
| 9489 | Airbrush Crop Top And Jogger Set With Name | -9455195 | PINK, JOGGERS | -13973759 | 2000S | ||
| 5081 | Airbrush 1995 Crop Top And Jogger Set | -9455195 | PINK, JOGGERS | -13973759 | 2000S | ||
| 5159 | Airbrush Bubble Font Crop Top And Jogger Set | -11046730 | PINK, JOGGERS, ORANGE | -15565294 | BRICKS, 2000S |