Fold 0 - Understanding why coefficient -2041057 was selected
Tag: SKIN TONING
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
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? |
|---|---|---|---|---|---|
| -2041057 | 3.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 521042458 | 3.000000 | 12.1.63.29.13 | 13.29.63.1.12 (13*79^4 + 29*79^3 + 63*79^2 + 79 + 12) | No | |
| 6820714258 | 3.000000 | 13.3.2.9.17.2 | 2.17.9.2.3.13 (2*79^5 + 17*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Toners & Astringents > Toners | No |
These are the training products that have the "SKIN TONING" tag (processing sequence 4374). 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 |
|---|---|---|---|---|---|---|---|
| 3090 | Eco By Sonya Super Fruit Toner - ON SALE! | 6820714258 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Toners & Astringents > Toners | none | 6822755315 | none | |
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 521042458 | ANTIOXIDANT, FACE MASK, SCRUB | 523083515 | none | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 0 | SERUM | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ANTI-INFLAMMATORY | |
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | -2041057 | DIFFUSION, AROMATHERAPY | 0 | none |