Fold 3 - Understanding why coefficient 396 was selected
Tag: ELECTRONIC CIGARETTE CASE
Selected Coefficient: 396
Taxonomy Path: 1.5
Taxonomy Name: Apparel & Accessories > Handbags, Wallets & Cases
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 396 | 1.000160 | 1.5 | 5.1 (5*79 + 1) | Apparel & Accessories > Handbags, Wallets & Cases | Yes |
| 25360 | 1.000320 | 1.5.4 | 4.5.1 (4*79^2 + 5*79 + 1) | Apparel & Accessories > Handbags, Wallets & Cases > Handbags | No |
| 568 | 3.000000 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
These are the training products that have the "ELECTRONIC CIGARETTE CASE" tag (processing sequence 1278). 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 |
|---|---|---|---|---|---|---|---|
| 13984 | Genuine Leather Vape Box Mod Belt Holder | 25360 | Apparel & Accessories > Handbags, Wallets & Cases > Handbags | none | 24964 | none | |
| 13971 | Leather Belt Vape Pouch Vape Mod Holder | 568 | Luggage & Bags > Fanny Packs | none | 172 | Home & Garden > Business & Home Security | none |
| 13973 | Leather Vape Mod Box Holder for Belt Custom Ecig Belt Pouch | 396 | Apparel & Accessories > Handbags, Wallets & Cases | none | 0 | none | |
| 13985 | Vape Holder Personalized Vape Accessories Mods | 396 | Apparel & Accessories > Handbags, Wallets & Cases | none | 0 | none |