Fold 0 - Understanding why coefficient 136250 was selected
Tag: RETRO
Selected Coefficient: 136250
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 11
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 136250 | 7.028169 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 2964180 | 7.042254 | 1.1.20.8 | 8.20.1.1 (8*71^3 + 20*71^2 + 71 + 1) | No | |
| 30815 | 7.042254 | 1.8.6 | 6.8.1 (6*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sandals | No |
| -20236 | 8.000397 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| -3236394 | 8.000397 | -1.1.3.9 | -9.3.1.1 (-(9*71^3 + 3*71^2 + 71 + 1)) | No | |
| -1860201 | 8.000397 | -1.1.14.5 | -5.14.1.1 (-(5*71^3 + 14*71^2 + 71 + 1)) | No | |
| 8005252 | 9.000198 | 2.2.26.22 | 22.26.2.2 (22*71^3 + 26*71^2 + 2*71 + 2) | No | |
| 1436685 | 9.000198 | 0.0.1.4 | 4.1.0.0 (4*71^3 + 5041) | No | |
| 1839965 | 9.000198 | 0.0.10.5 | 5.10.0.0 (5*71^3 + 10*71^2) | No | |
| 4405978 | 9.000198 | 2.2.22.12 | 12.22.2.2 (12*71^3 + 22*71^2 + 2*71 + 2) | No |
These are the training products that have the "RETRO" tag (processing sequence 1961). 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 |
|---|---|---|---|---|---|---|---|
| 988 | JH Letter | 8005252 | NEON | 7869002 | none | ||
| 888 | Distressed Cropped Oxford | 4405978 | ROSE, BUTTON DOWN, GOOD AMERICAN | 4269728 | none | ||
| 918 | Facts | 2964180 | SUEDE | 2827930 | none | ||
| 893 | Dolan | 1839965 | CASUAL, BEST DRESS, FUN SUMMER COLORS | 1703715 | none | ||
| 933 | Georgette Ruffle | 1436685 | CASUAL, BEST DRESS, FUN SUMMER COLORS | 1300435 | none | ||
| 10054 | TR90 T1041 | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 6684 | TR90 T1039 | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 984 | Kamika 2 | 30815 | Apparel & Accessories > Shoes > Sandals | none | -105435 | SANDAL | |
| 1035 | Paige | -20236 | CASUAL, BEST DRESS, RAILS | -156486 | SUMMER COLORS | ||
| 1086 | Ziggy Shortall | -1860201 | DENIM, FREE PEOPLEWE THE FREE | -1996451 | none | ||
| 956 | Good 90'S Jeans | -3236394 | ROSE, DENIM | -3372644 | none |