Fold 1 - Understanding why coefficient -6902546 was selected
Tag: WORKWEAR
Selected Coefficient: -6902546
Taxonomy Path: -0.0.0.14
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 2958234 | 2.012825 | 0.0.0.6 | 6.0.0.0 (6*79^3) | No | |
| -6902546 | 2.012825 | -0.0.0.14 | -14.0.0.0 (-(14*79^3)) | Yes | |
| -2465195 | 2.012825 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No | |
| 0 | 2.012825 | 0 | 0 (0) | No | |
| 228258334 | 2.013299 | 0.0.76.67.5 | 5.67.76.0.0 (5*79^4 + 67*79^3 + 76*79^2) | No | |
| -7845016 | 2.063291 | -0.1.72.15 | -15.72.1.0 (-(15*79^3 + 72*79^2 + 79)) | No | |
| 4131781 | 7.000000 | 2.3.30.8 | 8.30.3.2 (8*79^3 + 30*79^2 + 3*79 + 2) | No | |
| 149864 | 7.000000 | 1.1.24 | 24.1.1 (24*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Uniforms & Workwear | No |
These are the training products that have the "WORKWEAR" tag (processing sequence 4287). 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 |
|---|---|---|---|---|---|---|---|
| 12444 | Carhartt®Washed Duck Sherpa-Lined Coat | 228258334 | HOODIES | 235160880 | none | ||
| 18108 | Savannah Button Down Shirt Ivory | 4131781 | BLACKFRI2022, NEW CLOTHING, BLACKFRIDAY | 11034327 | ALL TOPS, LONG SLEEVES | ||
| 18112 | Light Blue Plaid Long Sleeve | 2958234 | BLACKFRI2022, NEW CLOTHING | 9860780 | ALL TOPS, LONG SLEEVES | ||
| 12606 | Tough Duck® S/S Safety T-Shirt with Segmented Stripes ST07 | 149864 | Apparel & Accessories > Clothing > Uniforms & Workwear | none | 7052410 | none | |
| 12445 | Carhartt® Midweight Hooded Zip-Front Sweatshirt | 0 | HOODIES | 6902546 | none | ||
| 12433 | Carhartt®Workwear Pocket Short-Sleeve T-Shirt | -2465195 | HOODIES | 4437351 | none | ||
| 12567 | Tough Duck® Reversible Safety Beanie SA2831 | -6902546 | TOUGH DUCK | 0 | none | ||
| 12600 | Tough Duck® Women’s Quilt-Lined Flannel Shirt WS11 | -7845016 | TOUGH DUCK | -942470 | none |