Fold 1 - Understanding why coefficient -1174625 was selected
Tag: ECZEMA
Selected Coefficient: -1174625
Taxonomy Path: -1.1.20.3
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -1174625 | 4.000000 | -1.1.20.3 | -3.20.1.1 (-(3*71^3 + 20*71^2 + 71 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 332095813 | 5.000000 | 58.67.61.4.13 | 13.4.61.67.58 (13*71^4 + 4*71^3 + 61*71^2 + 67*71 + 58) | No | |
| 332479088 | 5.000000 | 4.70.66.5.13 | 13.5.66.70.4 (13*71^4 + 5*71^3 + 66*71^2 + 70*71 + 4) | No |
These are the training products that have the "ECZEMA" tag (processing sequence 1095). 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 |
|---|---|---|---|---|---|---|---|
| 3153 | Living Nature Advanced Renewal Night Serum | 332479088 | ACNE, ANTI-INFLAMMATORY | 333653713 | none | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 332095813 | SCRUB, ACNE, BEAUTY | 333270438 | EXFOLIATION | ||
| 2884 | Absolute Essential Calm Skin Oil (Organic) | 0 | ORGANIC | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | |
| 3181 | Ultimate Life Natural Vitamin E Cream | 0 | ACNE, ALL AGES, BEAUTY, CHILDREN, CRADLE CAP | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | HORMONE BALANCE, INFANTS, NAPPY RASH | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -1174625 | ORGANIC, ACNE, ALLERGY, AROMATHERAPY, ARTHRITIS, BEACH | 0 | none | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | -1174625 | ORGANIC, ACNE, ALLERGY, BEACH | 0 | none |