Fold 3 - Understanding why coefficient 1235969 was selected
Tag: HOME
Selected Coefficient: 1235969
Taxonomy Path: 14.3.40.2
Taxonomy Name: Home & Garden > Decor > Home Fragrances > Candles
Products with this tag: 16
Unique residual values tried: 12
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 | 6.076270 | 14.3.40.2 | 2.40.3.14 (2*79^3 + 40*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Fragrances > Candles | Yes |
| 387193 | 6.076430 | 14.3.62 | 62.3.14 (62*79^2 + 3*79 + 14) | Home & Garden > Decor > Suncatchers | No |
| 399675 | 6.076430 | 14.3.64 | 64.3.14 (64*79^2 + 3*79 + 14) | Home & Garden > Decor > Throw Pillows | No |
| 1515 | 6.101266 | 14.19 | 19.14 (19*79 + 14) | Home & Garden > Smoking Accessories | No |
| 5461679 | 6.113924 | 14.10.6.11 | 11.6.10.14 (11*79^3 + 6*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Household Cleaning Supplies > Household Cleaning Products | No |
| 63451 | 6.113924 | 14.13.10 | 10.13.14 (10*79^2 + 13*79 + 14) | Home & Garden > Lighting > Night Lights & Ambient Lighting | No |
| 1979596 | 6.113924 | 14.15.1.4 | 4.1.15.14 (4*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| 5443035 | 6.113924 | 14.11.3.11 | 11.3.11.14 (11*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | No |
| 0 | 11.025316 | 0 | 0 (0) | No | |
| -398871 | 11.050633 | -0.72.63 | -63.72.0 (-(63*79^2 + 72*79)) | No | |
| 4045116 | 11.050633 | 0.12.16.8 | 8.16.12.0 (8*79^3 + 16*79^2 + 12*79) | No | |
| 49929 | 15.000000 | 1.0.8 | 8.0.1 (8*79^2 + 1) | No |
These are the training products that have the "HOME" tag (processing sequence 4287). 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 |
|---|---|---|---|---|---|---|---|
| 18205 | Lavender Shoe-Pourri | 5461679 | Home & Garden > Household Supplies > Household Cleaning Supplies > Household Cleaning Products | none | 4225710 | none | |
| 5088 | Fruit Infuse Water Bottle | 5443035 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | 4207066 | none | |
| 18212 | Bolster Pillow | 4045116 | PILLOW | 2809147 | MOM | ||
| 1482 | BRONTE THROW | 1979596 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 743627 | none | |
| 1522 | CIRCULAR CANDLE | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none | |
| 18182 | Solid Oak HEART Tealight holder | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 0 | none | |
| 18176 | Lavender Inspirational Small Pillow | 399675 | Home & Garden > Decor > Throw Pillows | none | -836294 | none | |
| 1459 | ABSTRACT TRANSPARENT MOBILE | 387193 | Home & Garden > Decor > Suncatchers | none | -848776 | DECOR | |
| 7943 | Start Night Lamp for Kids | 63451 | Home & Garden > Lighting > Night Lights & Ambient Lighting | none | -1172518 | none | |
| 18204 | Crafting Lavender | 49929 | HOT | -1186040 | none | ||
| 5291 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1515 | Home & Garden > Smoking Accessories | none | -1234454 | none | |
| 5332 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1515 | Home & Garden > Smoking Accessories | none | -1234454 | none | |
| 18178 | Fur Decorative Pillow | 0 | PILLOW | -1235969 | none | ||
| 18177 | Lavender Vibrant Butterfly Small Pillow | 0 | PILLOW | -1235969 | none | ||
| 18211 | Medium Lavender Pillow | 0 | PILLOW | -1235969 | none | ||
| 18186 | Large Square Lavender Sachet | -398871 | PILLOW | -1634840 | none |