Fold 4 - Understanding why coefficient 1529045 was selected
Tag: AD
Selected Coefficient: 1529045
Taxonomy Path: 0.0.8.3
Taxonomy Name:
Products with this tag: 16
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 1529045 | 3.001602 | 0.0.8.3 | 3.8.0.0 (3*79^3 + 8*79^2) | Yes | |
| 72951049 | 3.001602 | 0.0.76.68.1 | 1.68.76.0.0 (38950081 + 68*79^3 + 76*79^2) | No | |
| 462451859 | 3.001602 | 0.0.76.68.11 | 11.68.76.0.0 (11*79^4 + 68*79^3 + 76*79^2) | No | |
| 0 | 3.001604 | 0 | 0 (0) | No | |
| -2465195 | 3.001606 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No | |
| -561690 | 3.001763 | -0.0.11.1 | -1.11.0.0 (-(493039 + 11*79^2)) | No | |
| 5972637 | 3.001923 | 0.0.9.12 | 12.9.0.0 (12*79^3 + 9*79^2) | No | |
| -5879022 | 3.001923 | -0.0.73.11 | -11.73.0.0 (-(11*79^3 + 73*79^2)) | No | |
| -9941993 | 13.012818 | -1.1.13.20 | -20.13.1.1 (-(20*79^3 + 13*79^2 + 79 + 1)) | No | |
| -6559371 | 13.012818 | -1.1.24.13 | -13.24.1.1 (-(13*79^3 + 24*79^2 + 79 + 1)) | No | |
| -611777 | 13.025316 | -1.2.19.1 | -1.19.2.1 (-(493039 + 19*79^2 + 2*79 + 1)) | No |
These are the training products that have the "AD" tag (processing sequence 388). 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 |
|---|---|---|---|---|---|---|---|
| 11892 | Dylan Racer Leather Jacket | 462451859 | CASUAL | 460922814 | CLOTHING, DAVID-EDWARDS, FALL, LONG-SLEEVE | ||
| 11854 | Drew Bomber Jacket | 72951049 | CASUAL | 71422004 | CLOTHING, DAVID-EDWARDS, FALL, LONG-SLEEVE | ||
| 11835 | Drew Wool Blend Bomber Jacket | 72951049 | CASUAL | 71422004 | CLOTHING, DAVID-EDWARDS, FALL, LONG-SLEEVE | ||
| 11831 | Desert Boots | 5972637 | SUEDE, 100-150 | 4443592 | CASUAL-SHOES, FALL, PATTERNED, SIZE-11-5 | ||
| 11893 | Dwayne Slim Fit Chino Pants | 1529045 | CASUAL, 100-150 | 0 | CLOTHING, COTTON-BLEND, DAVID-EDWARDS, CHINO | ||
| 11857 | Dwayne Slim Fit Chino Pants | 1529045 | CASUAL, 100-150 | 0 | CLOTHING, COTTON-BLEND, DAVID-EDWARDS, CHINO | ||
| 11878 | Dwayne Slim Fit Chino Pants | 1529045 | CASUAL, 100-150 | 0 | CLOTHING, COTTON-BLEND, DAVID-EDWARDS, SAND, CHINO | ||
| 11858 | Desert One Chelsea Boots | 0 | SUEDE | -1529045 | CASUAL-SHOES, DAVID-EDWARDS, FALL, SIZE-10 | ||
| 11845 | Donnie Turtleneck Sweater | 0 | CASUAL | -1529045 | COTTON-BLEND, CREAM, DAVID-EDWARDS, FALL, LONG-SLEEVE | ||
| 11856 | Nevan Casual Track Belt | -561690 | ACCESSORIES | -2090735 | BELTS, FALL, TAN, UNDER-50 | ||
| 11847 | Nampa Classic Leather Belt | -561690 | ACCESSORIES | -2090735 | BELTS, FALL, NEW-EDITION-FASHION | ||
| 11859 | Brody Bouquet Lapel Pin Brooch | -611777 | GOLD, ACCESSORIES | -2140822 | PATTERNED, UNDER-50 | ||
| 11881 | Trapani Button Down Shirt | -2465195 | BLUE | -3994240 | CLOTHING, COTTON, LONG-SLEEVE, PATTERNED | ||
| 11862 | Gavin Slim Plaid Suit | -5879022 | BLUE | -7408067 | CLOTHING, LONG-SLEEVE, PATTERNED, SIZE-36R-30W, PLAID | ||
| 11860 | Valente Classic Leather Belt | -6559371 | CASUAL, ACCESSORIES | -8088416 | BELTS, FALL, UNDER-50 | ||
| 11890 | Marcel Slim Chino Pants | -9941993 | PANTS, BLUE | -11471038 | CLOTHING, COTTON, CHINO |