Fold 4 - Understanding why coefficient -530980 was selected
Tag: SLEEP
Selected Coefficient: -530980
Taxonomy Path: -21.6.6.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -530980 | 3.000000 | -21.6.6.1 | -1.6.6.21 (-(493039 + 6*79^2 + 6*79 + 21)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 2565143 | 3.000000 | 13.1.16.5 | 5.16.1.13 (5*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | No |
| 505031480285 | 3.000000 | 72.70.46.9.10.6.2 | 2.6.10.9.46.70.72 (2*79^6 + 6*79^5 + 10*79^4 + 9*79^3 + 46*79^2 + 70*79 + 72) | No |
These are the training products that have the "SLEEP" tag (processing sequence 3872). 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 |
|---|---|---|---|---|---|---|---|
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 505031480285 | BABIES, CRUELTY FREE, CHILDREN'S, FAIR TRADE, GAS | 505032011265 | none | ||
| 3215 | Martin & Pleasance Sleep Relief | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 3096123 | none | |
| 19875 | Lemon Balm Extract | 0 | SIMPLE EXTRACTS | 530980 | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | none | |
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | -530980 | REVITALISING, MEDITATION | 0 | none |