Fold 3 - Understanding why coefficient 2363189 was selected
Tag: OILS
Selected Coefficient: 2363189
Taxonomy Path: 13.3.11.4
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 2363189 | 8.000290 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | Yes | |
| 138042 | 8.000435 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 102990812 | 8.000435 | 13.3.10.14.2 | 2.14.10.3.13 (2*83^4 + 14*83^3 + 10*83^2 + 3*83 + 13) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| -525672392 | 10.000145 | -26.4.29.6.11 | -11.6.29.4.26 (-(11*83^4 + 6*83^3 + 29*83^2 + 4*83 + 26)) | No | |
| -2473509 | 10.000145 | -26.4.27.4 | -4.27.4.26 (-(4*83^3 + 27*83^2 + 4*83 + 26)) | No | |
| 253 | 10.012048 | 4.3 | 3.4 (3*83 + 4) | Baby & Toddler > Baby Health | No |
| 87 | 10.012048 | 4.1 | 1.4 (83 + 4) | Baby & Toddler > Baby Bathing | No |
| 3485994 | 11.000000 | 77.1.8.6 | 6.8.1.77 (6*83^3 + 8*83^2 + 83 + 77) | No |
These are the training products that have the "OILS" tag (processing sequence 5461). 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 |
|---|---|---|---|---|---|---|---|
| 3063 | Dr Mercola Black Seed Oil (Organic) | 102990812 | none | 100627623 | HAIR CARE | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 3485994 | APPETITE, RAW | 1122805 | none | ||
| 2886 | Absolute Essential Start Birth (Organic) - ON SALE | 2363189 | none | 0 | GENTLE | ||
| 2885 | Absolute Essential Solar Chakra Essential Oils (Organic) | 2363189 | none | 0 | none | ||
| 8261 | Moodzee Performance Boost Gift Set | 138042 | none | -2225147 | none | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 253 | Baby & Toddler > Baby Health | none | -2362936 | GENTLE, BABIES | |
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 87 | Baby & Toddler > Baby Bathing | none | -2363102 | GENTLE, CRADLE CAP, SKIN INFECTION, BABIES | |
| 3082 | Absolute Essential Calm Birth (Organic) | 0 | DIFFUSION | -2363189 | GENTLE, PREGNANCY, BODY | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | 0 | VITAMIN D | -2363189 | PREGNANCY | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 0 | BREASTFEEDING | -2363189 | PREGNANCY | ||
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | -2473509 | DIFFUSION, WOUND CARE, FOCUS | -4836698 | DIGESTION, SKINCARE | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -525672392 | DIFFUSION, GIFT SET, BREASTFEEDING | -528035581 | PREGNANCY, BABIES |