Fold 1 - Understanding why coefficient -4468636 was selected
Tag: AD
Selected Coefficient: -4468636
Taxonomy Path: -1.1.5.9
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 14
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? |
|---|---|---|---|---|---|
| -4468636 | 9.000801 | -1.1.5.9 | -9.5.1.1 (-(9*79^3 + 5*79^2 + 79 + 1)) | Yes | |
| -6559371 | 9.000961 | -1.1.24.13 | -13.24.1.1 (-(13*79^3 + 24*79^2 + 79 + 1)) | No | |
| -6490720 | 9.000963 | -1.1.13.13 | -13.13.1.1 (-(13*79^3 + 13*79^2 + 79 + 1)) | No | |
| -4025525 | 9.000963 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -25044 | 9.001122 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 462451859 | 11.000641 | 0.0.76.68.11 | 11.68.76.0.0 (11*79^4 + 68*79^3 + 76*79^2) | No | |
| 72951049 | 11.000641 | 0.0.76.68.1 | 1.68.76.0.0 (38950081 + 68*79^3 + 76*79^2) | No | |
| -1978397 | 11.000801 | -0.0.1.4 | -4.1.0.0 (-(4*79^3 + 6241)) | No | |
| -5879022 | 11.000801 | -0.0.73.11 | -11.73.0.0 (-(11*79^3 + 73*79^2)) | No | |
| -561690 | 11.000801 | -0.0.11.1 | -1.11.0.0 (-(493039 + 11*79^2)) | No | |
| 0 | 11.000801 | 0 | 0 (0) | No | |
| -13967518 | 15.000002 | -2.2.26.28 | -28.26.2.2 (-(28*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| -10023206 | 15.000002 | -2.2.26.20 | -20.26.2.2 (-(20*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| 56802 | 16.000000 | 1.8.9 | 9.8.1 (9*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Flats | No |
These are the training products that have the "AD" tag (processing sequence 375). 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 | 466920495 | CLOTHING, DAVID-EDWARDS, SIZE-2X-LARGE | ||
| 11854 | Drew Bomber Jacket | 72951049 | CASUAL | 77419685 | CLOTHING, DAVID-EDWARDS, SIZE-2X-LARGE | ||
| 11879 | Wallabees | 56802 | Apparel & Accessories > Shoes > Flats | none | 4525438 | CASUAL-SHOES, PATTERNED, SIZE-10, SIZE-7-5 | |
| 11858 | Desert One Chelsea Boots | 0 | SUEDE | 4468636 | CASUAL-SHOES, DAVID-EDWARDS, SIZE-10, SIZE-7 | ||
| 10415 | Colden Chukka Boots | -25044 | SUEDE, 100-150 | 4443592 | CASUAL-SHOES, SIZE-10 | ||
| 11856 | Nevan Casual Track Belt | -561690 | ACCESSORIES | 3906946 | BELTS, UNDER-50 | ||
| 11830 | The Union - Tattered V2 | -1978397 | 50-100 | 2490239 | CLOTHING, COTTON-BLEND | ||
| 11845 | Donnie Turtleneck Sweater | -4025525 | CASUAL, 50-100 | 443111 | COTTON-BLEND, CREAM, DAVID-EDWARDS, SIZE-2X-LARGE | ||
| 11893 | Dwayne Slim Fit Chino Pants | -4468636 | CASUAL, 100-150 | 0 | CLOTHING, COTTON-BLEND, DAVID-EDWARDS | ||
| 11843 | Dennis Slim Fit Plaid Pants | -4468636 | CASUAL, 100-150 | 0 | BEIGE, CLOTHING, COTTON-BLEND, DAVID-EDWARDS, PATTERNED, PLAID | ||
| 11878 | Dwayne Slim Fit Chino Pants | -4468636 | CASUAL, 100-150 | 0 | CLOTHING, COTTON-BLEND, DAVID-EDWARDS, SAND | ||
| 11862 | Gavin Slim Plaid Suit | -5879022 | BLUE | -1410386 | CLOTHING, PATTERNED, PLAID | ||
| 11881 | Trapani Button Down Shirt | -6490720 | BLUE, 50-100 | -2022084 | CLOTHING, COTTON, PATTERNED, LINEN | ||
| 11860 | Valente Classic Leather Belt | -6559371 | CASUAL, ACCESSORIES | -2090735 | BELTS, UNDER-50 | ||
| 11877 | Vartan Braided Belt | -6559371 | CASUAL, ACCESSORIES | -2090735 | BEIGE, BELTS, UNDER-50 | ||
| 11834 | Donnie Turtleneck Sweater | -10023206 | CASUAL, BLUE, 50-100 | -5554570 | COTTON-BLEND, DAVID-EDWARDS | ||
| 11890 | Marcel Slim Chino Pants | -13967518 | BLUE, PANTS, 50-100 | -9498882 | CLOTHING, COTTON |