Fold 4 - Understanding why coefficient 4025525 was selected
Tag: GRAPE CAT
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 12
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 4025525 | 4.000004 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 6983759 | 4.000012 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| -6428230 | 9.000162 | -0.0.3.13 | -13.3.0.0 (-(13*79^3 + 3*79^2)) | No | |
| -5442152 | 9.000162 | -0.0.3.11 | -11.3.0.0 (-(11*79^3 + 3*79^2)) | No | |
| 493039 | 9.000320 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| 6922152 | 11.000000 | 14.11.3.14 | 14.3.11.14 (14*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs | No |
These are the training products that have the "GRAPE CAT" tag (processing sequence 2993). 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 |
|---|---|---|---|---|---|---|---|
| 18296 | Love Animals Eat Plants Unisex Sweatshirt | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | none | |
| 18301 | Love Animals, Don't Wear Them Unisex Sweatshirt | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 2958234 | none | |
| 18309 | Vegan Circle Travel Mug | 6922152 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs | none | 2896627 | TRAVEL MUG | |
| 18293 | I'm Dreaming of a Wine Christmas - Ladies Triblend | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18294 | I'm Dreaming of a Wine Christmas - Ladies Cotton | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18290 | Love Pigs | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18297 | Friends Love For All Toddler Vegan T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18291 | Stop Animal Testing | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | BUNNY | |
| 18292 | I'm Dreaming of a Wine Christmas - Ladies V-Neck | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 18302 | Love Animals, Don't Wear Them Unisex Premium Sweatshirt | 493039 | HOODIE | -3532486 | none | ||
| 18304 | Love Animals, Don't Wear Them Premium Eco Hoodie | -5442152 | HOODIE | -9467677 | none | ||
| 18305 | Love Animals, Don't Wear Them Hoodie | -6428230 | HOODIE | -10453755 | none |