Fold 4 - Understanding why coefficient -333583360 was selected
Tag: BATH
Selected Coefficient: -333583360
Taxonomy Path: -13.3.2.9.13
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 8
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 | 6.000397 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)) | Yes | |
| 0 | 6.000397 | 0 | 0 (0) | No | |
| 3624479 | 6.000595 | 0.0.9.10 | 10.9.0.0 (10*71^3 + 9*71^2) | No | |
| -101046 | 6.000595 | -13.3.20 | -20.3.13 (-(20*71^2 + 3*71 + 13)) | No | |
| -1487321 | 6.000595 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | No | |
| 1386275 | 6.000595 | 0.0.62.3 | 3.62.0.0 (3*71^3 + 62*71^2) | No | |
| 3992698 | 9.000000 | 13.3.11.11 | 11.11.3.13 (11*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | No |
| 162 | 9.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "BATH" tag (processing sequence 708). 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 |
|---|---|---|---|---|---|---|---|
| 2867 | Absolute Essential Romance Stimulating Skin Balm (Organic) | 3992698 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 337576058 | GROUNDING, SENSUALITY | |
| 6517 | Chakra Healing Lotion Number 2 | 3624479 | ALKEMIE | 337207839 | BODY CARE | ||
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 1386275 | APHRODISIAC, AROMATHERAPY | 334969635 | SENSUALITY | ||
| 1173 | Spiritual Love Baths | 162 | Religious & Ceremonial > Religious Items | none | 333583522 | none | |
| 6516 | Chakra Healing Lotion Number 3 | 0 | ALKEMIE | 333583360 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | BODY CARE | |
| 6443 | Chakra Healing Lotion Number 5 | 0 | ALKEMIE | 333583360 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | BODY CARE | |
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | -101046 | FACIAL, APHRODISIAC, AROMATHERAPY | 333482314 | COLDS | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | -1487321 | ORGANIC, AROMATHERAPY | 332096039 | SENSUALITY | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | -333583360 | FACIAL, ANTI-AGEING | 0 | none | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -333583360 | FACIAL, ANTI-AGEING | 0 | none |