Fold 4 - Understanding why coefficient 1235969 was selected
Tag: CANDLES
Selected Coefficient: 1235969
Taxonomy Path: 14.3.40.2
Taxonomy Name: Home & Garden > Decor > Home Fragrances > Candles
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1235969 | 0.000481 | 14.3.40.2 | 2.40.3.14 (2*79^3 + 40*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Fragrances > Candles | Yes |
| 187481 | 0.000641 | 14.3.30 | 30.3.14 (30*79^2 + 3*79 + 14) | Home & Garden > Decor > Figurines | No |
| 362229 | 0.000641 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
| 1229728 | 0.000641 | 14.3.39.2 | 2.39.3.14 (2*79^3 + 39*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Fragrance Accessories > Candle Holders | No |
These are the training products that have the "CANDLES" tag (processing sequence 184). 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 |
|---|---|---|---|---|---|---|---|
| 7093 | APPLE MAPLE BOURBON | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | CLEAN | |
| 7152 | BLUE SKIES | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | BLUE, CLEAN | |
| 8556 | Triple Moon - Magic Candle Holder | 1229728 | Home & Garden > Decor > Home Fragrance Accessories > Candle Holders | none | -6241 | FATHERS DAY, HALLOWEEN, WITCHES | |
| 13043 | Modern Birthday Picks And Candles Set | 9 pcs | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | -873740 | MODERN PARTY | |
| 10399 | Cronos Greek god Candle | 187481 | Home & Garden > Decor > Figurines | none | -1048488 | none |