Fold 2 - Understanding why coefficient -530980 was selected
Tag: SKIN TONING
Selected Coefficient: -530980
Taxonomy Path: -21.6.6.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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 | 2.000000 | -21.6.6.1 | -1.6.6.21 (-(493039 + 6*79^2 + 6*79 + 21)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1131236864 | 2.000000 | 77.71.32.3.29 | 29.3.32.71.77 (29*79^4 + 3*79^3 + 32*79^2 + 71*79 + 77) | No |
These are the training products that have the "SKIN TONING" tag (processing sequence 4179). 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 |
|---|---|---|---|---|---|---|---|
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 1131236864 | ANTIOXIDANT, FACE MASK, SCRUB, WRINKLES | 1131767844 | none | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 0 | SERUM | 530980 | Services > Personal Services > Fitness & Wellness > Fitness & Workout Programs | FACE | |
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | -530980 | DIFFUSION, MEDITATION | 0 | none |