Fold 1 - Understanding why coefficient 69983 was selected
Tag: CANDLES
Selected Coefficient: 69983
Taxonomy Path: 14.13.10
Taxonomy Name:
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| 69983 | 4.036145 | 14.13.10 | 10.13.14 (10*83^2 + 13*83 + 14) | Yes | |
| 234489 | 4.096531 | 14.3.34 | 34.3.14 (34*83^2 + 3*83 + 14) | No | |
| 1412508 | 4.096531 | 14.3.39.2 | 2.39.3.14 (2*83^3 + 39*83^2 + 3*83 + 14) | Home & Garden > Decor > Home Fragrance Accessories > Candle Holders | No |
| 844 | 4.108434 | 14.10 | 10.14 (10*83 + 14) | No | |
| 0 | 11.000000 | 0 | 0 (0) | No | |
| -1419397 | 13.000000 | -14.3.40.2 | -2.40.3.14 (-(2*83^3 + 40*83^2 + 3*83 + 14)) | No |
These are the training products that have the "CANDLES" tag (processing sequence 4421). 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 |
|---|---|---|---|---|---|---|---|
| 8556 | Triple Moon - Magic Candle Holder | 1412508 | Home & Garden > Decor > Home Fragrance Accessories > Candle Holders | none | 1342525 | CANDLE HOLDER, WITCHES | |
| 25205 | Happy Trout Flameless Candle with Timer | 234489 | none | 164506 | none | ||
| 25414 | Montana Meadowgrass Flameless Candle (Large) | 69983 | none | 0 | none | ||
| 25207 | Elk Flameless Candle with Timer | 69983 | none | 0 | none | ||
| 25209 | Bison Flameless Candle | 69983 | none | 0 | none | ||
| 25410 | Pansy Flameless Candle | 69983 | none | 0 | none | ||
| 25412 | Montana Wildweed Flameless Candle | 69983 | none | 0 | none | ||
| 25413 | Montana Wildflower Flameless Candles with Timer | 69983 | none | 0 | none | ||
| 25206 | Glacier Grizzly Flameless Candle by Nancy Cawdrey | 69983 | none | 0 | none | ||
| 25395 | Cozy Winter Montana Pine & Sage Candle Set | 844 | none | -69139 | none | ||
| 8242 | Chakra Healing Lotion Candle Number 6 | 0 | ALKEMIE | -69983 | none | ||
| 7192 | GEORGIA PEACH | 0 | CLEAN | -69983 | none | ||
| 7093 | APPLE MAPLE BOURBON | 0 | CLEAN | -69983 | none | ||
| 7152 | BLUE SKIES | -1419397 | SUGAR, CLEAN | -1489380 | none |