Fold 1 - Understanding why coefficient 101046 was selected
Tag: BUNDLE
Selected Coefficient: 101046
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
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? |
|---|---|---|---|---|---|
| 101046 | 2.000198 | 13.3.20 | 20.3.13 (20*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 9099539572 | 2.000397 | 13.3.2.6.3.5 | 5.3.6.2.3.13 (5*71^5 + 3*71^4 + 6*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > False Eyelashes | No |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 5 | 4.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "BUNDLE" tag (processing sequence 806). 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 |
|---|---|---|---|---|---|---|---|
| 7921 | Hooded Magnetic Lash Kit | 9099539572 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > False Eyelashes | none | 9099438526 | none | |
| 10043 | Double Cleanse | 101046 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | RETAIL | |
| 10044 | Complete Eye Care | 101046 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | RETAIL | |
| 6481 | Beauty On The Go | 5 | Bundles | none | -101041 | RETAIL | |
| 3764 | Ceramic Flowers Set of 3 - San Diego | 0 | BESTSELLER | -101046 | CERAMIC FLOWERS |