Fold 0 - Understanding why coefficient 125070 was selected
Tag: SHOWER
Selected Coefficient: 125070
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 12
Unique residual values tried: 2
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 | 0.000801 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 2041057 | 0.001122 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "SHOWER" tag (processing sequence 2776). 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 |
|---|---|---|---|---|---|---|---|
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1915987 | ORGANIC CLEANSER | |
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1915987 | ORGANIC CLEANSER, GIFT UNDER £30 | |
| 13698 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1915987 | none | |
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1915987 | GIFT UNDER £30, PROBLEM SKIN | |
| 13683 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1915987 | GIFT UNDER £30 | |
| 13693 | Aromatherapy Candle Indulgence Gift Set - Soothing | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13644 | Bath Indulgence Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13755 | De-Stress Aromatherapy Candle, Bath Oil Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | PROBLEM SKIN | |
| 13645 | Winter Rose Essentials | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13646 | Winter Rose - The Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13648 | Aromatherapy Gift Set - Calming Rose Treats | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13675 | Aromatherapy Candle Indulgence Gift Set - De-Stress | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none |