Fold 4 - Understanding why coefficient 124570 was selected
Tag: NATURAL SKINCARE/STARTER KITS & GIFTS
Selected Coefficient: 124570
Taxonomy Path: 66.75.19
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 124570 | 2.000000 | 66.75.19 | 19.75.66 (19*79^2 + 75*79 + 66) | Yes | |
| -1235969 | 3.000000 | -14.3.40.2 | -2.40.3.14 (-(2*79^3 + 40*79^2 + 3*79 + 14)) | No | |
| 124820 | 3.000000 | 0.0.20 | 20.0.0 (20*79^2) | No |
These are the training products that have the "NATURAL SKINCARE/STARTER KITS & GIFTS" tag (processing sequence 2134). 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 |
|---|---|---|---|---|---|---|---|
| 6665 | Emily Skin Soother Sample Size - 3 Pack | 124820 | BALM & OIL | 250 | Health & Beauty > Personal Care | none | |
| 11469 | Chinese Herbal Eczema Bundle | 124570 | BALM & OIL, ECZEMA SOAP, NATURAL SKINCARE/BATH PRODUCTS | 0 | none | ||
| 11470 | Tallow Skincare Bundle | 124570 | BALM & OIL, ECZEMA SOAP, NATURAL SKINCARE/BATH PRODUCTS | 0 | none | ||
| 11495 | Eczema Face Moisturizer & Cleanser Kit | -1235969 | BALM & OIL, ECZEMA SOAP, GIFT SETS | -1360539 | none |