Fold 4 - Understanding why coefficient 2041057 was selected
Tag: ENERGY-MOOD-BOOSTERS
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 6
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 | 1.000162 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| 4506252 | 1.000166 | 13.3.11.9 | 9.11.3.13 (9*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays | No |
| 125070 | 1.000641 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "ENERGY-MOOD-BOOSTERS" tag (processing sequence 1294). 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 |
|---|---|---|---|---|---|---|---|
| 6283 | Young Living Thyme Essential Oil - 15 Milliliters | 4506252 | Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays | none | 2465195 | none | |
| 6270 | Young Living Reconnect Essential Oil Collection - 1 Set | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 6281 | Young Living Present Time Essential Oil - 5 Milliliters | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 6282 | Young Living Royal Hawaiian Sandalwood Essential Oil - 5 Milliliters | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 6289 | Young Living Thieves Essential Oil Samples 0.25 ml - 10 Pack | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | none | |
| 6288 | Young Living Tarragon Vitality Essential Oil - 5 Milliliters | 0 | DIETARY-SUPPLEMENT | -2041057 | none |