Fold 3 - Understanding why coefficient -238150569 was selected
Tag: ROSEMARY
Selected Coefficient: -238150569
Taxonomy Path: -13.3.2.9.6
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? |
|---|---|---|---|---|---|
| -238150569 | 4.000160 | -13.3.2.9.6 | -6.9.2.3.13 (-(6*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| -4506252 | 4.000160 | -13.3.11.9 | -9.11.3.13 (-(9*79^3 + 11*79^2 + 3*79 + 13)) | No | |
| 99948 | 4.012658 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 5492330 | 4.012658 | 13.3.11.11 | 11.11.3.13 (11*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 1337 | 5.000000 | 73.16 | 16.73 (16*79 + 73) | No |
These are the training products that have the "ROSEMARY" tag (processing sequence 3992). 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 |
|---|---|---|---|---|---|---|---|
| 19765 | Deep Breath Salve | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 243642899 | TREE, SALVES | |
| 19749 | Clear Focus Formula | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 238250517 | none | |
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 1337 | BLACK MAGIC | 238151906 | none | ||
| 13758 | Luxury Aromatherapy Candle - Rose Tree No. 5 - Peace | 0 | LUXURY ORGANIC CANDLE WICK TRIMMER | 238150569 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | none | |
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | -4506252 | LUXURY ORGANIC CANDLE WICK TRIMMER, TRAVEL SIZE | 233644317 | none | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | -238150569 | SKINCARE SET, DRY MATURE SKIN | 0 | OILY SKIN |