Fold 3 - 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: 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 | 4.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -6123171 | 6.000000 | -39.9.33.12 | -12.33.9.39 (-(12*79^3 + 33*79^2 + 9*79 + 39)) | No | |
| -4082114 | 6.000000 | -26.6.22.8 | -8.22.6.26 (-(8*79^3 + 22*79^2 + 6*79 + 26)) | No |
These are the training products that have the "SHOWER" tag (processing sequence 2617). 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 |
|---|---|---|---|---|---|---|---|
| 13644 | Bath Indulgence Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | AWARD WINNING, BATHOIL | 0 | none | |
| 13646 | Winter Rose - The Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | AWARD WINNING, BATHOIL | 0 | none | |
| 13675 | Aromatherapy Candle Indulgence Gift Set - De-Stress | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | AWARD WINNING, BATHOIL | 0 | none | |
| 13683 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle | 0 | ANTI-AGEING, AWARD WINNING, BATHOIL | -125070 | none | ||
| 13698 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit | 0 | ANTI-AGEING, AWARD WINNING, BATHOIL | -125070 | none | ||
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | -4082114 | ANTI-AGEING, BATHOIL | -4207184 | none | ||
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | -6123171 | ANTI-AGEING, BATHOIL, ORGANIC CLEANSER | -6248241 | none |