Fold 2 - Understanding why coefficient -898794052 was selected
Tag: BIRTH CARE
Selected Coefficient: -898794052
Taxonomy Path: -0.0.75.77.18
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -898794052 | 3.012193 | -0.0.75.77.18 | -18.77.75.0.0 (-(18*83^4 + 77*83^3 + 75*83^2)) | Yes | |
| 0 | 3.012193 | 0 | 0 (0) | No | |
| 238958909 | 3.024096 | 0.2.76.2.5 | 5.2.76.2.0 (5*83^4 + 2*83^3 + 76*83^2 + 2*83) | No | |
| -2363189 | 4.000000 | -13.3.11.4 | -4.11.3.13 (-(4*83^3 + 11*83^2 + 3*83 + 13)) | No | |
| 27386 | 5.000000 | 79.80.3 | 3.80.79 (3*83^2 + 80*83 + 79) | No |
These are the training products that have the "BIRTH CARE" tag (processing sequence 4546). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 238958909 | FATIGUE | 1137752961 | LIVER, GENTLE, BABIES | ||
| 3092 | First Light Crisis Support Oral Drops/ Spray | 27386 | SOUL | 898821438 | NEWBORNS | ||
| 2886 | Absolute Essential Start Birth (Organic) - ON SALE | 0 | FAIR TRADE | 898794052 | GENTLE | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -2363189 | DIFFUSION, FAIR TRADE | 896430863 | SLEEP, BABIES | ||
| 3082 | Absolute Essential Calm Birth (Organic) | -2363189 | DIFFUSION, FAIR TRADE | 896430863 | GENTLE, NEWBORNS | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -898794052 | SERUM | 0 | HAIR CARE |