Fold 2 - Understanding why coefficient 2969255 was selected
Tag: SLEEP
Selected Coefficient: 2969255
Taxonomy Path: 13.1.16.5
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 240784424 | 6.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 2969255 | 6.000145 | 13.1.16.5 | 5.16.1.13 (5*83^3 + 16*83^2 + 83 + 13) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 61744 | 7.000000 | 75.79.8 | 8.79.75 (8*83^2 + 79*83 + 75) | No | |
| 2376701 | 7.000000 | 79.82.12.4 | 4.12.82.79 (4*83^3 + 12*83^2 + 82*83 + 79) | No | |
| -898793799 | 7.000000 | -79.79.74.77.18 | -18.77.74.79.79 (-(18*83^4 + 77*83^3 + 74*83^2 + 79*83 + 79)) | No | |
| 896430863 | 7.000000 | 70.79.63.73.18 | 18.73.63.79.70 (18*83^4 + 73*83^3 + 63*83^2 + 79*83 + 70) | No | |
| -10953941 | 7.000000 | -16.5.13.19 | -19.13.5.16 (-(19*83^3 + 13*83^2 + 5*83 + 16)) | No |
These are the training products that have the "SLEEP" tag (processing sequence 6654). 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 |
|---|---|---|---|---|---|---|---|
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 896430863 | DIFFUSION, FAIR TRADE, BIRTH CARE | 893461608 | BABIES | ||
| 19875 | Lemon Balm Extract | 240784424 | none | 237815169 | none | ||
| 3215 | Martin & Pleasance Sleep Relief | 2969255 | none | 0 | none | ||
| 31048 | Eve Taylor Active Rub Muscle & Joint Ease | 2376701 | PUBERTY | -592554 | none | ||
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | 61744 | MEDITATION | -2907511 | none | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 0 | FAIR TRADE, NOURISHING, GENTLE, NEWBORNS | -2969255 | BABIES | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | -10953941 | DIFFUSION, OIL, HYGIENE | -13923196 | none | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -898793799 | FAIR TRADE, GENTLE | -901763054 | BABIES |