Fold 0 - Understanding why coefficient -332096039 was selected
Tag: BATH
Selected Coefficient: -332096039
Taxonomy Path: -0.0.62.4.13
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -332096039 | 3.000397 | -0.0.62.4.13 | -13.4.62.0.0 (-(13*71^4 + 4*71^3 + 62*71^2)) | Yes | |
| 0 | 3.000397 | 0 | 0 (0) | No | |
| 1487321 | 4.000397 | 13.3.11.4 | 4.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
| 2873596 | 4.000397 | 13.3.2.8 | 8.2.3.13 (8*71^3 + 2*71^2 + 3*71 + 13) | No | |
| 332096265 | 4.000397 | 13.3.62.4.13 | 13.4.62.3.13 (13*71^4 + 4*71^3 + 62*71^2 + 3*71 + 13) | No |
These are the training products that have the "BATH" tag (processing sequence 480). 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) | 332096265 | ORGANIC, DEODORANT, ANTISEPTIC, BALANCE | 664192304 | DIFFUSION, DIGESTION, FIRST AID | ||
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 2873596 | APHRODISIAC | 334969635 | DIFFUSION, SENSUALITY | ||
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 333583360 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | DIFFUSION |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | ORGANIC, BABIES, BALANCE | 332096039 | DIFFUSION, MATERNITY, GIFT SET | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 0 | ORGANIC | 332096039 | DIFFUSION, SENSUALITY | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | -332096039 | ACNE | 0 | none | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -332096039 | ACNE | 0 | none |