Fold 4 - Understanding why coefficient -5997681 was selected
Tag: 10 MENS
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -5997681 | 2.012658 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -550324666 | 2.025316 | -1.73.14.10.14 | -14.10.14.73.1 (-(14*79^4 + 10*79^3 + 14*79^2 + 73*79 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 4031766 | 4.000000 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
These are the training products that have the "10 MENS" tag (processing sequence 232). 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 |
|---|---|---|---|---|---|---|---|
| 12048 | Men's Del Marina by Skuze Shoes | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | GREY | 10029447 | TAN | |
| 12037 | Men's Milano by Skuze Shoes | 0 | WHITE, GREY | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 12035 | Men's Venice by Skuze Shoes | -5997681 | WHITE, GREY, BLUE | 0 | none | ||
| 12038 | Men's Miami by Skuze Shoes | -5997681 | WHITE, GREY, BLUE | 0 | none | ||
| 12036 | Men's Soho by Skuze Shoes | -550324666 | WHITE, CHARCOAL | -544326985 | none |