Fold 1 - Understanding why coefficient 5 was selected
Tag: HAND CREAM
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
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? |
|---|---|---|---|---|---|
| 5 | 2.000000 | 5 | 5 (5) | Bundles | Yes |
| 125070 | 2.000160 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 5492330 | 2.000160 | 13.3.11.11 | 11.11.3.13 (11*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | No |
These are the training products that have the "HAND CREAM" tag (processing sequence 3124). 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 |
|---|---|---|---|---|---|---|---|
| 12767 | De-Stress Aromatherapy Hand Balm with Juniper & Grapefruit | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 5492325 | none | |
| 13656 | De-Stress Aromatherapy Little Treats Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 125065 | none | |
| 13637 | Wellbeing Aromatherapy Gift Set - Rescue Me | 5 | Bundles | none | 0 | none | |
| 13638 | Wellbeing Aromatherapy Gift Set - Spoil Me | 5 | Bundles | none | 0 | none |