Fold 2 - Understanding why coefficient 2041057 was selected
Tag: ROSEMARY
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 2041057 | 2.000160 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| 549177045 | 2.000160 | 13.3.68.7.14 | 14.7.68.3.13 (14*79^4 + 7*79^3 + 68*79^2 + 3*79 + 13) | No | |
| -4506252 | 3.000000 | -13.3.11.9 | -9.11.3.13 (-(9*79^3 + 11*79^2 + 3*79 + 13)) | No | |
| 1337 | 3.000000 | 73.16 | 16.73 (16*79 + 73) | No |
These are the training products that have the "ROSEMARY" tag (processing sequence 3241). 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 |
|---|---|---|---|---|---|---|---|
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 549177045 | LAVENDER, ACNE, AWARD WINNING, BREAK OUTS, COMBINATION SKIN, ECZEMA, ORGANIC CLEANSER | 547135988 | none | ||
| 13758 | Luxury Aromatherapy Candle - Rose Tree No. 5 - Peace | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | LAVENDER, AWARD WINNING, LEMON | 0 | none | |
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 1337 | INCENSE STICKS, BEST SELLER, BLACK MAGIC | -2039720 | none | ||
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | -4506252 | LAVENDER, AWARD WINNING, GIFT UNDER £30, LEMON, TRAVEL SIZE | -6547309 | none |