Fold 1 - Understanding why coefficient 589 was selected
Tag: UPDATED
Selected Coefficient: 589
Taxonomy Path: 8.7
Taxonomy Name:
Products with this tag: 53
Unique residual values tried: 18
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? |
|---|---|---|---|---|---|
| 589 | 27.096966 | 8.7 | 7.8 (7*83 + 8) | Yes | |
| 110813 | 27.098420 | 8.7.16 | 16.7.8 (16*83^2 + 7*83 + 8) | Electronics > Electronics Accessories > Remote Controls | No |
| 3541535 | 27.098423 | 8.7.16.6 | 6.16.7.8 (6*83^3 + 16*83^2 + 7*83 + 8) | No | |
| 96786 | 27.277254 | 8.4.14 | 14.4.8 (14*83^2 + 4*83 + 8) | No | |
| 21007 | 27.277399 | 8.4.3 | 3.4.8 (3*83^2 + 4*83 + 8) | No | |
| 8 | 27.289157 | 8 | 8 (8) | No | |
| 423 | 27.289302 | 8.5 | 5.8 (5*83 + 8) | No | |
| 48646 | 27.289302 | 8.5.7 | 7.5.8 (7*83^2 + 5*83 + 8) | Electronics > Components > Sensors | No |
| 34619 | 27.301205 | 8.2.5 | 5.2.8 (5*83^2 + 2*83 + 8) | No | |
| 0 | 38.024096 | 0 | 0 (0) | No | |
| 20418 | 38.156772 | 0.80.2 | 2.80.0 (2*83^2 + 80*83) | No | |
| -249 | 38.156772 | -0.3 | -3.0 (-(3*83)) | No | |
| 1743676 | 46.012050 | 12.9.4.3 | 3.4.9.12 (3*83^3 + 4*83^2 + 9*83 + 12) | Hardware > Locks & Keys > Locks & Latches > Deadbolts | No |
| 2887250 | 46.012057 | 12.9.4.5 | 5.4.9.12 (5*83^3 + 4*83^2 + 9*83 + 12) | No | |
| 510 | 46.072289 | 12.6 | 6.12 (6*83 + 12) | No | |
| 2328591 | 51.000000 | 26.1.6.4 | 4.6.1.26 (4*83^3 + 6*83^2 + 83 + 26) | No | |
| 255 | 51.000000 | 6.3 | 3.6 (3*83 + 6) | No | |
| -1743676 | 52.000000 | -12.9.4.3 | -3.4.9.12 (-(3*83^3 + 4*83^2 + 9*83 + 12)) | No |
These are the training products that have the "UPDATED" tag (processing sequence 6330). 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 |
|---|---|---|---|---|---|---|---|
| 21347 | Aeotec Z-Wave WallMote Quad | 3541535 | none | 3540946 | none | ||
| 21303 | Yale Adjustable Radius Corner Latch, Satin Nickel | 2887250 | none | 2886661 | none | ||
| 21370 | Dakota Alert 4000 Series Vehicle Sensing Probe and Receiver Kit with Relays | 2328591 | none | 2328002 | none | ||
| 21266 | Dakota Alert MURS Wireless Vehicle Detection Kit, with Handheld Radio | 2328591 | none | 2328002 | none | ||
| 21315 | Yale Assure Lock 2 Touchscreen with Wi-Fi | 1743676 | Hardware > Locks & Keys > Locks & Latches > Deadbolts | none | 1743087 | none | |
| 21316 | Yale Assure Lock 2 Touchscreen with Z-Wave Plus | 1743676 | Hardware > Locks & Keys > Locks & Latches > Deadbolts | none | 1743087 | none | |
| 21307 | Yale Assure Lock 2 Key-Free Keypad with Z-Wave Plus | 1743676 | Hardware > Locks & Keys > Locks & Latches > Deadbolts | none | 1743087 | none | |
| 21314 | Yale Assure Lock 2 Touchscreen with Bluetooth | 1743676 | Hardware > Locks & Keys > Locks & Latches > Deadbolts | none | 1743087 | none | |
| 21309 | Yale Assure Lock 2 Key-Free Touchscreen with Wi-Fi | 1743676 | Hardware > Locks & Keys > Locks & Latches > Deadbolts | none | 1743087 | none | |
| 21286 | Ecolink Z-Wave Garage Door Controller | 110813 | Electronics > Electronics Accessories > Remote Controls | none | 110224 | none | |
| 21243 | Ecolink Z-Wave Plus Wireless Smart Light Switch Control, Dual Rocker | 110813 | Electronics > Electronics Accessories > Remote Controls | none | 110224 | none | |
| 21289 | Ecolink Z-Wave Plus Wireless Motorized Single Rocker Light Switch | 110813 | Electronics > Electronics Accessories > Remote Controls | none | 110224 | none | |
| 21373 | Dakota Alert 4000 Universal Transmitter and Receiver with Relays | 96786 | none | 96197 | none | ||
| 21267 | Dakota Alert MURS Wireless Vehicle Detection PIR Motion Sensor | 96786 | none | 96197 | none | ||
| 21271 | Dakota Alert Replacement Probe for Wired Vehicle Detection Kit | 48646 | Electronics > Components > Sensors | none | 48057 | none | |
| 21261 | Ecolink Interior Siren, programable/custom tones, 700 series, battery back-up | 34619 | none | 34030 | none | ||
| 21377 | Dakota Alert MURS Auxiliary Chime Module | 21007 | none | 20418 | none | ||
| 21372 | Dakota Alert 4000 Universal Transmitter | 20418 | DAKOTA ALERT 4000 SERIES | 19829 | none | ||
| 21367 | Dakota Alert 4000 Rubber Hose Transmitter | 589 | none | 0 | none | ||
| 21262 | Ezlo Philio Siren | 589 | none | 0 | none | ||
| 21273 | Dakota Alert Solar Break Beam Transmitter | 589 | none | 0 | none | ||
| 21274 | Dakota Alert Solar Break Beam Transmitter with DCR-4000 Receiver | 589 | none | 0 | none | ||
| 21276 | Dakota Alert Whistle | 589 | none | 0 | none | ||
| 21281 | Ecolink ZigBee Firefighter Module | 589 | none | 0 | none | ||
| 21282 | Ecolink ZigBee Flood Sensor | 589 | none | 0 | none | ||
| 21283 | Ecolink Z-Wave Plus Door/Window Sensor, Gen5 | 589 | none | 0 | none | ||
| 21284 | Ecolink FireFighter-Fire and CO audio detector, Z-Wave Plus | 589 | none | 0 | none | ||
| 21285 | Ecolink Z-Wave Plus Flood/Freeze Sensor with Probe, Gen5 | 589 | none | 0 | none | ||
| 21291 | Ecolink Z-Wave Plus PIR Motion Detector, Pet Immune, Gen5 | 589 | none | 0 | none | ||
| 21356 | August Smart Keypad | 589 | none | 0 | none | ||
| 21359 | Dakota Alert 4000 Motion Alert | 589 | none | 0 | none | ||
| 21375 | Dakota Alert Birdhouse Kit for Vehicle Alert Transmitters | 589 | none | 0 | none | ||
| 21268 | Dakota Alert MURS Wireless Vehicle Detection Probe Sensor, 125' | 510 | none | -79 | none | ||
| 21277 | Danalock Universal Module V3, Z-Wave | 423 | none | -166 | none | ||
| 21269 | Dakota Alert MURS Wireless Vehicle Detection Probe Sensor, 250' | 255 | none | -334 | none | ||
| 21272 | Dakota Alert Rubber Hose, 25' | 255 | none | -334 | none | ||
| 21244 | Ecolink Z-Wave Plus Smart Thermostat, Gen5 | 8 | none | -581 | none | ||
| 21362 | Dakota Alert 4000 Probe Alert Kit | 8 | none | -581 | none | ||
| 21374 | Dakota Alert 4000 Universal Transmitter/Receiver Kit | 0 | DAKOTA ALERT 4000 SERIES | -589 | none | ||
| 21357 | August Smart Lock Pro (3rd Gen)_Black | 0 | BLUETOOTH SMART LOCK | -589 | none | ||
| 21358 | August Smart Lock Pro (3rd Gen)_Grey | 0 | BLUETOOTH SMART LOCK | -589 | none | ||
| 21361 | Dakota Alert 4000 PIR Motion Transmitter | 0 | DAKOTA ALERT 4000 SERIES | -589 | none | ||
| 21308 | Yale Assure Lock 2 Key-Free Touchscreen with Bluetooth | 0 | BLUETOOTH SMART LOCK | -589 | none | ||
| 21305 | Yale Assure Lock 2 Key-Free Keypad with Bluetooth | 0 | BLUETOOTH SMART LOCK | -589 | none | ||
| 21278 | Danalock V3 Z-Wave Plus Smart Lock, Silver | 0 | BLUETOOTH SMART LOCK | -589 | none | ||
| 21351 | Alfred DB1 Smart Lock Touchscreen Deadbolt, Bluetooth, with Key Override & Z-Wave Plus | 0 | CONVENIENT KEYLESS ACCESS | -589 | none | ||
| 21352 | Alfred DB1 Smart Lock Touchscreen Deadbolt, Bluetooth & Z-Wave Plus | 0 | CONVENIENT KEYLESS ACCESS | -589 | none | ||
| 21353 | Alfred DB2-B Smart Lock Touchscreen Deadbolt, Bluetooth, with Key | 0 | BLUETOOTH SMART LOCK | -589 | none | ||
| 21313 | Yale Assure Lock 2 Keypad with Z-Wave Plus | 0 | CONVENIENT KEYLESS ACCESS | -589 | none | ||
| 21306 | Yale Assure Lock 2 Key-Free Keypad with Wi-Fi | 0 | CONVENIENT KEYLESS ACCESS | -589 | none | ||
| 21310 | Yale Assure Lock 2 Key-Free Touchscreen with Z-Wave Plus | 0 | CONVENIENT KEYLESS ACCESS | -589 | none | ||
| 21363 | Dakota Alert 4000 Probe Alert Kit and Receiver with Relays, 250' | -249 | DAKOTA ALERT 4000 SERIES | -838 | none | ||
| 21354 | Alfred DB2 Smart Lock Touchscreen Deadbolt, Bluetooth | -1743676 | BLUETOOTH SMART LOCK, CONVENIENT KEYLESS ACCESS | -1744265 | none |