Fold 4 - Understanding why coefficient 1591535 was selected
Tag: LUXURY ORGANIC CANDLE WICK TRIMMER
Selected Coefficient: 1591535
Taxonomy Path: 1.1.18.3
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Crew Socks
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1591535 | 3.012658 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | Yes |
| 1110899 | 3.025316 | 1.0.20.2 | 2.20.0.1 (2*79^3 + 20*79^2 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 523995 | 5.000000 | 67.75.4.1 | 1.4.75.67 (493039 + 4*79^2 + 75*79 + 67) | No |
These are the training products that have the "LUXURY ORGANIC CANDLE WICK TRIMMER" tag (processing sequence 1950). 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 |
|---|---|---|---|---|---|---|---|
| 13713 | Luxury Aromatherapy Candle - Rose Tree No. 7, Travel Size - Calm | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | AWARD WINNING, CALM | 0 | TRAVEL SIZE | |
| 13757 | Luxury Aromatherapy Candle - Rose Tree No. 7 - Calm | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | AWARD WINNING, CALM | 0 | ORGANIC GIFT | |
| 13712 | Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress - Travel Size | 1110899 | AWARD WINNING | -480636 | ORGANIC GIFT, TRAVEL SIZE | ||
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | 523995 | LAVENDER, AWARD WINNING | -1067540 | ORGANIC GIFT, TRAVEL SIZE | ||
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | 0 | ORANGE, AWARD WINNING, CALM | -1591535 | ORGANIC GIFT | ||
| 13759 | Luxury Aromatherapy Candle - Rose Tree No. 12 - Restore | 0 | ORANGE, AWARD WINNING, CALM | -1591535 | ORGANIC GIFT |