Fold 3 - Understanding why coefficient -1454153 was selected
Tag: GERANIUM
Selected Coefficient: -1454153
Taxonomy Path: -0.0.75.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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 | 4.000160 | -0.0.75.2 | -2.75.0.0 (-(2*79^3 + 75*79^2)) | Yes | |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| -4955774 | 5.000000 | -25.5.4.10 | -10.4.5.25 (-(10*79^3 + 4*79^2 + 5*79 + 25)) | No | |
| -2041057 | 5.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No | |
| 5318083 | 5.000000 | 40.9.62.10 | 10.62.9.40 (10*79^3 + 62*79^2 + 9*79 + 40) | No | |
| 6123171 | 5.000000 | 39.9.33.12 | 12.33.9.39 (12*79^3 + 33*79^2 + 9*79 + 39) | No |
These are the training products that have the "GERANIUM" tag (processing sequence 3237). 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 |
|---|---|---|---|---|---|---|---|
| 13667 | Green Parent Beauty Bible Awards 2018 | 6123171 | AWARD WINNING | 7577324 | none | ||
| 13697 | Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress | 5318083 | AWARD WINNING | 6772236 | none | ||
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 0 | LAVENDER, ANTI-AGEING, AWARD WINNING, DERMATITIS, ORGANIC GIFTS | 1454153 | none | ||
| 13647 | Calming Body Oil with Rose & Ylang Ylang | -1454153 | ANTI-AGEING, AROMATHERAPY, AWARD WINNING, DERMATITIS, ORGANIC GIFTS | 0 | none | ||
| 13666 | Soothing Body Oil with Geranium, Cypress & Lavender | -2041057 | LAVENDER, ANTI-AGEING, AROMATHERAPY, AWARD WINNING, DERMATITIS, ORGANIC GIFTS | -586904 | none | ||
| 13713 | Luxury Aromatherapy Candle - Rose Tree No. 7, Travel Size - Calm | -4955774 | AROMATHERAPY, AWARD WINNING, CALM, TRAVEL SIZE | -3501621 | none |