Fold 4 - Understanding why coefficient 125070 was selected
Tag: BUNDLE
Selected Coefficient: 125070
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 125070 | 3.000160 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 1491849 | 3.000481 | 13.3.2.3 | 3.2.3.13 (3*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Cosmetic Sets | No |
| 5 | 5.000000 | 5 | 5 (5) | Bundles | No |
| 154919 | 6.000000 | 0.65.24 | 24.65.0 (24*79^2 + 65*79) | No |
These are the training products that have the "BUNDLE" tag (processing sequence 897). 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 |
|---|---|---|---|---|---|---|---|
| 7922 | Short & Sweet Magnetic Lash Kit | 1491849 | Health & Beauty > Personal Care > Cosmetics > Cosmetic Sets | none | 1366779 | LASHKIT | |
| 3764 | Ceramic Flowers Set of 3 - San Diego | 154919 | BESTSELLER | 29849 | CERAMIC FLOWERS, COLOR_GREEN, COLOR_PURPLE | ||
| 7932 | Love Magnetic Lash Kit | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | LASHKIT | |
| 10043 | Double Cleanse | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 10044 | Complete Eye Care | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 6481 | Beauty On The Go | 5 | Bundles | none | -125065 | none | |
| 10045 | Body Beautiful | 5 | Bundles | none | -125065 | none |