Fold 0 - Understanding why coefficient 333583360 was selected
Tag: DIFFUSION
Selected Coefficient: 333583360
Taxonomy Path: 13.3.2.9.13
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 333583360 | 3.000397 | 13.3.2.9.13 | 13.9.2.3.13 (13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | Yes |
| 334969635 | 3.000397 | 13.3.64.12.13 | 13.12.64.3.13 (13*71^4 + 12*71^3 + 64*71^2 + 3*71 + 13) | No | |
| 664192304 | 3.000397 | 13.3.53.9.26 | 26.9.53.3.13 (26*71^4 + 9*71^3 + 53*71^2 + 3*71 + 13) | No | |
| 332096039 | 4.000000 | 0.0.62.4.13 | 13.4.62.0.0 (13*71^4 + 4*71^3 + 62*71^2) | No | |
| 1487547 | 5.000000 | 26.6.11.4 | 4.11.6.26 (4*71^3 + 11*71^2 + 6*71 + 26) | No |
These are the training products that have the "DIFFUSION" tag (processing sequence 665). 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 |
|---|---|---|---|---|---|---|---|
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | 664192304 | ORGANIC, DEODORANT, ANTISEPTIC, BALANCE, BATH | 330608944 | DIGESTION, FIRST AID | ||
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 334969635 | APHRODISIAC, BATH | 1386275 | SENSUALITY | ||
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 333583360 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | BATH | 0 | none | |
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 332096039 | ORGANIC, BATH | -1487321 | SENSUALITY | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 332096039 | ORGANIC, BABIES, BALANCE, BATH | -1487321 | MATERNITY, GIFT SET | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 1487547 | BALANCE | -332095813 | HOUSEHOLD INGREDIENTS |