Fold 3 - Understanding why coefficient -10023206 was selected
Tag: HEARTS
Selected Coefficient: -10023206
Taxonomy Path: -2.2.26.20
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -10023206 | 3.000000 | -2.2.26.20 | -20.26.2.2 (-(20*79^3 + 26*79^2 + 2*79 + 2)) | Yes | |
| -3532486 | 3.000000 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | No | |
| 493039 | 3.000000 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| 5997681 | 3.000000 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "HEARTS" tag (processing sequence 174). 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 |
|---|---|---|---|---|---|---|---|
| 14410 | Patchwork Heart in Denim/Khaki | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 16020887 | PULLOVER, TUNIC | |
| 5329 | Airbrush 2000s Baby Crop Top | 493039 | TANK TOP | 10516245 | 2000S | ||
| 5228 | Airbrush Hearts Crop Top Design | -3532486 | PINK, TANK TOP | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | 2000S | |
| 9488 | Airbrush Beyonce Renaissance Tour Shirt | -10023206 | DESIGN, PINK, BLUE | 0 | T-SHIRT, TEENS |