Fold 1 - Understanding why coefficient -166 was selected
Tag: NPD
Selected Coefficient: -166
Taxonomy Path: -0.2
Taxonomy Name:
Products with this tag: 67
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? |
|---|---|---|---|---|---|
| -166 | 31.277108 | -0.2 | -2.0 (-(2*83)) | Yes | |
| 0 | 31.289157 | 0 | 0 (0) | No | |
| 6142 | 31.313253 | 0.74 | 74.0 (74*83) | No | |
| -1079 | 31.421687 | -0.13 | -13.0 (-(13*83)) | No | |
| -1260 | 52.072289 | -15.15 | -15.15 (-(15*83 + 15)) | No | |
| -1426 | 52.132530 | -15.17 | -17.15 (-(17*83 + 15)) | No | |
| -2339 | 52.168675 | -15.28 | -28.15 (-(28*83 + 15)) | No | |
| -1094 | 52.168675 | -15.13 | -13.15 (-(13*83 + 15)) | No | |
| 1094 | 53.060241 | 15.13 | 13.15 (13*83 + 15) | No | |
| 845 | 53.108434 | 15.10 | 10.15 (10*83 + 15) | No | |
| -28885 | 66.000000 | -1.16.4 | -4.16.1 (-(4*83^2 + 16*83 + 1)) | No | |
| -2354 | 66.000000 | -30.28 | -28.30 (-(28*83 + 30)) | No |
These are the training products that have the "NPD" tag (processing sequence 5438). 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 |
|---|---|---|---|---|---|---|---|
| 15642 | FloMotif Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15663 | Jet Black Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15651 | Hampi Sculpt Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15653 | Hyderabad Ikat Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15793 | Nawabi Couture Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15584 | Agra Durrie Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15592 | Aravalli Abstract Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15605 | Bidri Kaiser Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15608 | Bombay Houndstooth Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15616 | Bristel Weekender Duffel Bag | 6142 | GPAYCODE | 6308 | none | ||
| 15575 | Konkona Statement Satchel Bag - Kolkata Nouveau | 1094 | none | 1260 | none | ||
| 15576 | Konkona Statement Satchel Bag - Kovil Blue | 1094 | none | 1260 | none | ||
| 15625 | Konkona Statement Satchel Bag - Qutub Stripes | 1094 | none | 1260 | none | ||
| 15626 | Konkona Statement Satchel Bag - Royal Indian Peacock Motif | 1094 | none | 1260 | none | ||
| 15573 | Konkona Statement Satchel Bag - Jodhpur Damask | 1094 | none | 1260 | none | ||
| 15571 | Konkona Statement Satchel Bag - Gwalior Weaves | 1094 | none | 1260 | none | ||
| 15577 | Konkona Statement Satchel Bag - Kutch Gamthi | 1094 | none | 1260 | none | ||
| 15580 | Konkona Statement Satchel Bag - Mughal Motif | 1094 | none | 1260 | none | ||
| 15572 | Konkona Statement Satchel Bag - Ikat GreRed | 1094 | none | 1260 | none | ||
| 15622 | Konkona Statement Satchel Bag - Multicolor Mandala Print | 845 | none | 1011 | none | ||
| 15623 | Konkona Statement Satchel Bag - Nawabi Couture | 845 | none | 1011 | none | ||
| 15628 | Konkona Statement Satchel Bag - Tidal Wave | 845 | none | 1011 | none | ||
| 15624 | Konkona Statement Satchel Bag - Paisley Print | 845 | none | 1011 | none | ||
| 15570 | Konkona Statement Satchel Bag - FloMotif | 845 | none | 1011 | none | ||
| 15614 | Bristel Statement Business Bag | 0 | GPAYCODE | 166 | none | ||
| 15585 | Amer Maze Boardroom Office Bag | 0 | GPAYCODE | 166 | none | ||
| 15588 | Aravalli Abstract Boardroom Office Bag | 0 | GPAYCODE | 166 | none | ||
| 15591 | Aravalli Abstract Statement Business Bag | 0 | GPAYCODE | 166 | none | ||
| 15791 | Nawabi Couture Statement Business Bag | 0 | GPAYCODE | 166 | none | ||
| 15677 | Kolkata Nouveau Boardroom Office Bag | 0 | GPAYCODE | 166 | none | ||
| 15784 | Nawabi Couture Classic Commute Office Bag | 0 | GPAYCODE | 166 | none | ||
| 15631 | FloLov Boardroom Office Bag | 0 | GPAYCODE | 166 | none | ||
| 15641 | FloMotif Statement Business Bag | 0 | GPAYCODE | 166 | none | ||
| 15668 | Jodhpur Damask Statement Business Bag | 0 | GPAYCODE | 166 | none | ||
| 15665 | Jodhpur Damask Boardroom Office Bag | 0 | GPAYCODE | 166 | none | ||
| 15803 | Paisley Print Statement Business Bag | 0 | GPAYCODE | 166 | none | ||
| 15602 | Bidri Kaiser Classic Commute Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15590 | Aravalli Abstract Classic Commute Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15607 | Bombay Houndstooth Classic Commute Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15611 | Bristel Classic Commute Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15633 | FloLov Classic Commute Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15639 | FloMotif Classic Commute Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15643 | Gwalior Weaves Boardroom Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15646 | Gwalior Weaves Classic Commute Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15667 | Jodhpur Damask Classic Commute Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15670 | Kashmir Blooms Boardroom Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15679 | Kolkata Nouveau Classic Commute Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15811 | Qutub Stripes Boardroom Office Bag | -166 | GPAYCODE | 0 | none | ||
| 26179 | Kovil Blue Boardroom Office Bag | -166 | GPAYCODE | 0 | none | ||
| 15648 | Gwalior Weaves Statement Business Bag | -1079 | GPAYCODE | -913 | none | ||
| 15660 | Ikat GreRed Statement Business Bag | -1094 | 20.9, GPAYCODE | -928 | none | ||
| 15658 | Ikat GreRed Classic Commute Office Bag | -1260 | 20.9, GPAYCODE | -1094 | none | ||
| 15656 | Ikat GreRed Boardroom Office Bag | -1260 | 20.9, GPAYCODE | -1094 | none | ||
| 15634 | FloLov Conference Office Bag | -1260 | __WITH:BROWN-TAG, GPAYCODE | -1094 | none | ||
| 15805 | Pedana Kalamkari Conference Office Bag | -1260 | __WITH:BROWN-TAG, GPAYCODE | -1094 | none | ||
| 15613 | Bristel Conference Office Bag | -1260 | __WITH:BROWN-TAG, GPAYCODE | -1094 | none | ||
| 15650 | Hampi Sculpt Conference Office Bag | -1260 | __WITH:BROWN-TAG, GPAYCODE | -1094 | 30 | ||
| 15802 | Paisley Print Conference Office Bag | -1260 | __WITH:BROWN-TAG, GPAYCODE | -1094 | none | ||
| 15603 | Bidri Kaiser Conference Office Bag | -1260 | __WITH:BROWN-TAG, GPAYCODE | -1094 | none | ||
| 15659 | Ikat GreRed Conference Office Bag | -1260 | __WITH:BROWN-TAG, GPAYCODE | -1094 | 30 | ||
| 15785 | Nawabi Couture Conference Office Bag | -1426 | __WITH:BROWN-TAG, GPAYCODE | -1260 | none | ||
| 15649 | Hampi Sculpt Classic Work Tote | -1426 | __WITH:BROWN-TAG, GPAYCODE | -1260 | 30 | ||
| 15661 | Jet Black Conference Office Bag | -1426 | __WITH:BROWN-TAG, GPAYCODE | -1260 | none | ||
| 15583 | Agra Durrie Conference Office Bag | -1426 | __WITH:BROWN-TAG, GPAYCODE | -1260 | none | ||
| 15652 | Hyderabad Ikat Conference Office Bag | -2339 | __WITH:BROWN-TAG, GPAYCODE | -2173 | none | ||
| 15799 | Odisha Ikat Conference Office Bag | -2354 | 20.9, __WITH:BROWN-TAG, GPAYCODE | -2188 | 30 | ||
| 15582 | Abstract Amaze Roll Up Lunch Bag | -28885 | BOGO, GPAYCODE | -28719 | none |