Fold 1 - Understanding why coefficient -493039 was selected
Tag: ADULT
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -493039 | 2.000162 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 0 | 2.000164 | 0 | 0 (0) | No | |
| 77956331 | 2.000481 | 0.0.9.0.2 | 2.0.9.0.0 (2*79^4 + 9*79^2) | No | |
| -1005039 | 5.000000 | -1.3.3.2 | -2.3.3.1 (-(2*79^3 + 3*79^2 + 3*79 + 1)) | No | |
| 3482874 | 5.000000 | 1.5.5.7 | 7.5.5.1 (7*79^3 + 5*79^2 + 5*79 + 1) | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | No |
These are the training products that have the "ADULT" tag (processing sequence 3624). 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 |
|---|---|---|---|---|---|---|---|
| 10577 | Mercedes AMG Petronas F1 Bomber Jacket | 77956331 | MD | 78449370 | none | ||
| 8669 | BMW Motorsport PUMA Street Wallet | 3482874 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | 3975913 | 2021 | |
| 8640 | Mercedes AMG Petronas F1 Lewis Hamilton Flag | 0 | none | 493039 | none | ||
| 12875 | Adult Day of the Dead Sacred Heart Couture Dress | 1 ct | -493039 | 2024 | 0 | none | ||
| 13262 | Womens Egyptian Goddess Dress | 1 ct | -493039 | 2024 | 0 | none | ||
| 12882 | Adult Inflatable Go-Bro Protein Shake Costume | 1 ct | -1005039 | INFLATABLE, 2024 | -512000 | none |