Fold 0 - Understanding why coefficient -1487321 was selected
Tag: ECZEMA
Selected Coefficient: -1487321
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 0 | 5.000198 | 0 | 0 (0) | No | |
| -267173 | 5.000198 | -0.0.53 | -53.0.0 (-(53*71^2)) | No | |
| -1487321 | 5.000198 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | Yes | |
| 508490485 | 5.000198 | 58.67.50.0.20 | 20.0.50.67.58 (20*71^4 + 50*71^2 + 67*71 + 58) | No | |
| -1174625 | 6.000000 | -1.1.20.3 | -3.20.1.1 (-(3*71^3 + 20*71^2 + 71 + 1)) | No | |
| 1487321 | 6.000000 | 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 |
| 277764066 | 6.000000 | 67.69.4.66.10 | 10.66.4.69.67 (10*71^4 + 66*71^3 + 4*71^2 + 69*71 + 67) | No |
These are the training products that have the "ECZEMA" tag (processing sequence 1088). 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 |
|---|---|---|---|---|---|---|---|
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 508490485 | ORGANIC, FACIAL, ACNE, ANTI-AGEING | 509977806 | SCARS, TOPICAL REMEDIES | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 277764066 | ACNE, ALL AGES, ANTI-AGEING, BABIES, CRADLE CAP | 279251387 | INFANTS, MENOPAUSE | ||
| 2884 | Absolute Essential Calm Skin Oil (Organic) | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ORGANIC, BODY OIL | 2974642 | none | |
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | HAIR CARE, INFANTS, SCARS | |
| 9293 | THE HAND TREATMENT KIT | -267173 | BATH & BODY | 1220148 | none | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -1174625 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, AROMATHERAPY, ARTHRITIS, BEACH | 312696 | HOUSEHOLD INGREDIENTS, TOPICAL REMEDIES | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -1487321 | FACIAL, ACNE | 0 | ENZYME, EXFOLIATION |