Fold 0 - Understanding why coefficient -1972156 was selected
Tag: SINGLE OILS
Selected Coefficient: -1972156
Taxonomy Path: -0.0.0.4
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -1972156 | 2.037977 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | Yes | |
| -1941109 | 2.037977 | -0.2.74.3 | -3.74.2.0 (-(3*79^3 + 74*79^2 + 2*79)) | No | |
| -461992 | 2.037979 | -0.2.74 | -74.2.0 (-(74*79^2 + 2*79)) | No | |
| 0 | 2.037979 | 0 | 0 (0) | No | |
| 125070 | 6.012658 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 2565143 | 6.012658 | 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 |
These are the training products that have the "SINGLE OILS" tag (processing sequence 4316). 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 |
|---|---|---|---|---|---|---|---|
| 17105 | doTERRA | Black Spruce | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 4537299 | none | |
| 17175 | doTERRA | An Oil Trio Beginner Kit - Lavendar Lemon Peppermint | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 2097226 | none | |
| 17182 | doTERRA | Neroli Touch | 0 | AROMATHERAPY | 1972156 | none | ||
| 17166 | doTERRA | Green Mandarin | -461992 | AROMATHERAPY | 1510164 | none | ||
| 17186 | doTERRA | Pink Pepper | -1941109 | AROMATHERAPY | 31047 | none | ||
| 17109 | doTERRA | Copaiba | -1941109 | AROMATHERAPY | 31047 | none | ||
| 17195 | doTERRA | Tulsi (Holy Basil) | -1972156 | AROMATHERAPY | 0 | none | ||
| 17177 | doTERRA | Madagascar Vanilla | -1972156 | AROMATHERAPY | 0 | none |