Fold 3 - Understanding why coefficient 1454153 was selected
Tag: ORGANIC GIFTS
Selected Coefficient: 1454153
Taxonomy Path: 0.0.75.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1454153 | 2.000160 | 0.0.75.2 | 2.75.0.0 (2*79^3 + 75*79^2) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| -1541602 | 4.000000 | -75.0.10.3 | -3.10.0.75 (-(3*79^3 + 10*79^2 + 75)) | No | |
| -586904 | 4.000000 | -13.3.15.1 | -1.15.3.13 (-(493039 + 15*79^2 + 3*79 + 13)) | No |
These are the training products that have the "ORGANIC GIFTS" tag (processing sequence 2233). 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 |
|---|---|---|---|---|---|---|---|
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 1454153 | LAVENDER, ANTI-AGEING, AWARD WINNING, DERMATITIS | 0 | GERANIUM | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 1454153 | LAVENDER, ACNE, ANTI-AGEING, AWARD WINNING, ORGANIC CLEANSER | 0 | none | ||
| 13647 | Calming Body Oil with Rose & Ylang Ylang | 0 | ANTI-AGEING, AROMATHERAPY, AWARD WINNING, DERMATITIS | -1454153 | GERANIUM | ||
| 13666 | Soothing Body Oil with Geranium, Cypress & Lavender | -586904 | LAVENDER, ANTI-AGEING, AROMATHERAPY, AWARD WINNING, DERMATITIS | -2041057 | GERANIUM | ||
| 13668 | Essential Magazine - July 2018 | -1541602 | ANTI-AGEING, AWARD WINNING, DERMATITIS, ORGANIC CLEANSER | -2995755 | none |