Fold 1 - Understanding why coefficient -95488429 was selected
Tag: OIL
Selected Coefficient: -95488429
Taxonomy Path: -0.0.0.1.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -95488429 | 2.012195 | -0.0.0.1.2 | -2.1.0.0.0 (-(2*83^4 + 571787)) | Yes | |
| 0 | 2.012195 | 0 | 0 (0) | No | |
| 1095351 | 2.012339 | 0.0.76.1 | 1.76.0.0 (571787 + 76*83^2) | No | |
| 523171161 | 2.036145 | 0.81.80.1.11 | 11.1.80.81.0 (11*83^4 + 571787 + 80*83^2 + 81*83) | No | |
| -240129807 | 5.000000 | -17.82.79.4.5 | -5.4.79.82.17 (-(5*83^4 + 4*83^3 + 79*83^2 + 82*83 + 17)) | No | |
| 47878381 | 5.000000 | 80.80.60.0.1 | 1.0.60.80.80 (47458321 + 60*83^2 + 80*83 + 80) | No |
These are the training products that have the "OIL" tag (processing sequence 6133). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 523171161 | REPRODUCTIVE HEALTH | 618659590 | CIRCULATION, JOINT PAIN | ||
| 7871 | Roebling Suspension Bridge, Early Morning | 47878381 | HORIZONTAL, PAINTING, LANDSCAPE | 143366810 | none | ||
| 29578 | Arbequina Extra Virgin Olive Oil - 500g | 1095351 | VINEGAR, DELICIOUS, BRITISH | 96583780 | none | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 0 | DIFFUSION | 95488429 | SLEEP | ||
| 7870 | City Glow | -95488429 | PAINTING | 0 | none | ||
| 2868 | Absolute Essential Sage Essential Oil (Organic) - ON SALE! | -240129807 | REPRODUCTIVE HEALTH, PUBERTY, RECOVERY | -144641378 | HORMONE BALANCE |