Fold 0 - Understanding why coefficient -783326633 was selected
Tag: ROSEMARY
Selected Coefficient: -783326633
Taxonomy Path: -0.0.61.8.20
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -783326633 | 2.012818 | -0.0.61.8.20 | -20.8.61.0.0 (-(20*79^4 + 8*79^3 + 61*79^2)) | Yes | |
| 0 | 2.012818 | 0 | 0 (0) | No | |
| 4406304 | 2.025316 | 0.2.74.8 | 8.74.2.0 (8*79^3 + 74*79^2 + 2*79) | No | |
| -4631322 | 4.000000 | -26.6.31.9 | -9.31.6.26 (-(9*79^3 + 31*79^2 + 6*79 + 26)) | No | |
| 197864848 | 4.000000 | 26.2.25.6.5 | 5.6.25.2.26 (5*79^4 + 6*79^3 + 25*79^2 + 2*79 + 26) | No |
These are the training products that have the "ROSEMARY" tag (processing sequence 4498). 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 |
|---|---|---|---|---|---|---|---|
| 19749 | Clear Focus Formula | 197864848 | BRAIN HEALTH | 981191481 | none | ||
| 19765 | Deep Breath Salve | 4406304 | KIDS PAGE | 787732937 | none | ||
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 0 | INCENSE STICKS | 783326633 | none | ||
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | -4631322 | LUXURY ORGANIC CANDLE WICK TRIMMER, TRAVEL SIZE, GIFT UNDER £30 | 778695311 | none | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | -783326633 | SKINCARE SET, ORGANIC CLEANSER, DRY MATURE SKIN, PROBLEM SKIN | 0 | none |