Fold 4 - Understanding why coefficient 69983 was selected
Tag: LIGHTING
Selected Coefficient: 69983
Taxonomy Path: 14.13.10
Taxonomy Name:
Products with this tag: 15
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? |
|---|---|---|---|---|---|
| 69983 | 5.024096 | 14.13.10 | 10.13.14 (10*83^2 + 13*83 + 14) | Yes | |
| 844 | 5.108434 | 14.10 | 10.14 (10*83 + 14) | No | |
| 234489 | 5.108434 | 14.3.34 | 34.3.14 (34*83^2 + 3*83 + 14) | No | |
| -7058 | 12.000000 | -3.2.1 | -1.2.3 (-(6889 + 2*83 + 3)) | No | |
| 0 | 13.000000 | 0 | 0 (0) | No |
These are the training products that have the "LIGHTING" tag (processing sequence 4420). 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 |
|---|---|---|---|---|---|---|---|
| 25205 | Happy Trout Flameless Candle with Timer | 234489 | none | 164506 | none | ||
| 25414 | Montana Meadowgrass Flameless Candle (Large) | 69983 | none | 0 | none | ||
| 25208 | Crabapple Flameless Candle | 69983 | none | 0 | none | ||
| 25209 | Bison Flameless Candle | 69983 | none | 0 | none | ||
| 25394 | Montana Deer Night Light, Carved Wood | 69983 | none | 0 | none | ||
| 25411 | Mountain Goat Flameless Candle by Nancy Cawdrey | 69983 | none | 0 | none | ||
| 25412 | Montana Wildweed Flameless Candle | 69983 | none | 0 | none | ||
| 25413 | Montana Wildflower Flameless Candles with Timer | 69983 | none | 0 | none | ||
| 25204 | Huckleberry Flameless Candles | 69983 | none | 0 | none | ||
| 25395 | Cozy Winter Montana Pine & Sage Candle Set | 844 | none | -69139 | none | ||
| 10680 | Peony & Sage Lobster Pot | 0 | COASTAL INTERIOR | -69983 | none | ||
| 10682 | Meg Morton Hydrangea Linen Lampshade - Paris Blue | 0 | COASTAL INTERIOR | -69983 | none | ||
| 10743 | Peony & Sage Seagull Linen Lampshade - Navy on Stone | -7058 | COASTAL INTERIOR, BIRDS | -77041 | none | ||
| 10678 | Peony & Sage Pez Fish Linen Lampshade | -7058 | COASTAL INTERIOR, BIRDS | -77041 | none | ||
| 10677 | Peony & Sage Fidra Linen Lampshade | -7058 | COASTAL INTERIOR, BIRDS | -77041 | none |