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sklearn SVM Classification

Accelerometer

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Data (223 samples)

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snake.5.12bmmdb4

ID: 846186875

Label: snake

Sample length: 5s

updown.1ur07255.ingestion-58cc487888-5sv4j

ID: 846186807

Label: updown

Sample length: 3s

wave.3p1qd4gh.ingestion-54847c75fb-tngfj

ID: 846186775

Label: wave

Sample length: 3s

idle.idle3.rsi2ebk

ID: 846186892

Label: idle

Sample length: 10s

updown.updown11.rsi2isn

ID: 846186783

Label: updown

Sample length: 5s

updown.3433qc1a.ingestion-788bbd877-nmdps

ID: 846186794

Label: updown

Sample length: 3s

fistbump.9.12blo2m9

ID: 846186905

Label: fistbump

Sample length: 5s

fistbump.4.12bitmgq

ID: 846186913

Label: fistbump

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M7 216MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

5.5K

Flash usage

39.4K

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Dataset summary

Data collected

23m 21s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

drink, fistbump, idle, snake, updown, wave

Project info

Project ID	357674
Project version	2
License	BSD 3-Clause Clear
No. of views	42,945
No. of clones	22