Fold 3 - Understanding why coefficient -4025525 was selected
Tag: COMFORT
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 9
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 | 5.000166 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 1397904 | 5.000170 | 78.77.65.2 | 2.65.77.78 (2*79^3 + 65*79^2 + 77*79 + 78) | No | |
| -574252 | 5.000170 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | No | |
| -8462876 | 5.000170 | -1.1.13.17 | -17.13.1.1 (-(17*79^3 + 13*79^2 + 79 + 1)) | No | |
| 74348953 | 5.000961 | 78.77.62.71.1 | 1.71.62.77.78 (38950081 + 71*79^3 + 62*79^2 + 77*79 + 78) | No | |
| 56249 | 9.012818 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 6983759 | 9.012818 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 63043 | 9.025316 | 1.8.10 | 10.8.1 (10*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Heels | No |
| 0 | 10.000000 | 0 | 0 (0) | No |
These are the training products that have the "COMFORT" tag (processing sequence 4289). 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 |
|---|---|---|---|---|---|---|---|
| 901 | Dreamy | 74348953 | FUN SUMMER COLORS, TOPS | 78374478 | CLASSIC | ||
| 977 | JH Mountains | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 11009284 | none | |
| 1023 | Moss Stripe Crew | 1397904 | FUN SUMMER COLORS, TOPS | 5423429 | CLASSIC | ||
| 918 | Facts | 63043 | Apparel & Accessories > Shoes > Heels | none | 4088568 | none | |
| 1069 | Taylor | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 4081774 | CLASSIC | |
| 14096 | Beads of Saint Ann, Blue Gemstone Chaplet Rosary | 0 | 51 | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 957 | Good Legs Crop Mini Boot | 0 | JEANS | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | CLASSIC | |
| 933 | Georgette Ruffle | -574252 | CUTE DRESSES, FUN SUMMER COLORS | 3451273 | CLASSIC | ||
| 920 | Felize | -4025525 | LONG SLEEVE, TOPS | 0 | CLASSIC | ||
| 893 | Dolan | -4025525 | FUN SUMMER COLORS, TOPS | 0 | CLASSIC | ||
| 857 | Clarkson | -4025525 | LONG SLEEVE, TOPS | 0 | CLASSIC | ||
| 1025 | Naya | -8462876 | LONG SLEEVE, TOPS | -4437351 | CLASSIC |