Fold 4 - Understanding why coefficient -6434550 was selected
Tag: WORKWEAR
Selected Coefficient: -6434550
Taxonomy Path: -0.1.4.13
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -6434550 | 1.000485 | -0.1.4.13 | -13.4.1.0 (-(13*79^3 + 4*79^2 + 79)) | Yes | |
| -4462394 | 1.000485 | -0.1.4.9 | -9.4.1.0 (-(9*79^3 + 4*79^2 + 79)) | No | |
| -3969355 | 1.000485 | -0.1.4.8 | -8.4.1.0 (-(8*79^3 + 4*79^2 + 79)) | No | |
| -7845016 | 1.000641 | -0.1.72.15 | -15.72.1.0 (-(15*79^3 + 72*79^2 + 79)) | No | |
| 224288979 | 1.000801 | 0.78.71.59.5 | 5.59.71.78.0 (5*79^4 + 59*79^3 + 71*79^2 + 78*79) | No | |
| -44807 | 6.000000 | -14.14.7 | -7.14.14 (-(7*79^2 + 14*79 + 14)) | No |
These are the training products that have the "WORKWEAR" tag (processing sequence 3117). 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 | 224288979 | BLANK, HOODIES | 230723529 | none | ||
| 12567 | Tough Duck® Reversible Safety Beanie SA2831 | -44807 | BEANIE, ACCESSORY | 6389743 | none | ||
| 12445 | Carhartt® Midweight Hooded Zip-Front Sweatshirt | -3969355 | BLANK, HOODIES | 2465195 | none | ||
| 12601 | Tough Duck® Women’s Flannel Shirt Women’s Flannel Shirt WS10 | -4462394 | BLANK | 1972156 | none | ||
| 12433 | Carhartt®Workwear Pocket Short-Sleeve T-Shirt | -6434550 | BLANK, HOODIES | 0 | none | ||
| 12600 | Tough Duck® Women’s Quilt-Lined Flannel Shirt WS11 | -7845016 | BLANK | -1410466 | none | ||
| 12606 | Tough Duck® S/S Safety T-Shirt with Segmented Stripes ST07 | -7845016 | BLANK | -1410466 | none |