Fold 4 - Understanding why coefficient -2465195 was selected
Tag: WORKWEAR
Selected Coefficient: -2465195
Taxonomy Path: -0.0.0.5
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 0 | 4.012820 | 0 | 0 (0) | No | |
| -2465195 | 4.012820 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | Yes | |
| 228258334 | 4.012979 | 0.0.76.67.5 | 5.67.76.0.0 (5*79^4 + 67*79^3 + 76*79^2) | No | |
| -942470 | 4.037975 | -0.1.72.1 | -1.72.1.0 (-(493039 + 72*79^2 + 79)) | No | |
| 149864 | 5.000160 | 1.1.24 | 24.1.1 (24*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Uniforms & Workwear | No |
| 3532486 | 5.000320 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| -1092334 | 7.000000 | -1.2.17.2 | -2.17.2.1 (-(2*79^3 + 17*79^2 + 2*79 + 1)) | No |
These are the training products that have the "WORKWEAR" tag (processing sequence 3859). 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 | 230723529 | none | ||
| 12601 | Tough Duck® Women’s Flannel Shirt Women’s Flannel Shirt WS10 | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 12614 | Tough Duck® S/S Safety T-Shirt with Pocket S392 | 149864 | Apparel & Accessories > Clothing > Uniforms & Workwear | none | 2615059 | Apparel & Accessories > Clothing > Uniforms & Workwear > School Uniforms | none |
| 12606 | Tough Duck® S/S Safety T-Shirt with Segmented Stripes ST07 | 149864 | Apparel & Accessories > Clothing > Uniforms & Workwear | none | 2615059 | Apparel & Accessories > Clothing > Uniforms & Workwear > School Uniforms | none |
| 12445 | Carhartt® Midweight Hooded Zip-Front Sweatshirt | 0 | HOODIES | 2465195 | none | ||
| 12600 | Tough Duck® Women’s Quilt-Lined Flannel Shirt WS11 | -942470 | TOUGH DUCK | 1522725 | none | ||
| 12567 | Tough Duck® Reversible Safety Beanie SA2831 | -1092334 | BEANIE, TOUGH DUCK | 1372861 | none | ||
| 12433 | Carhartt®Workwear Pocket Short-Sleeve T-Shirt | -2465195 | HOODIES | 0 | none |