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sklearn SVM Classification

Accelerometer

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Data (223 samples)

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updown.209998ej.ingestion-76847c498b-8xkt8

ID: 846186793

Label: updown

Sample length: 3s

updown.1tktb6q4.ingestion-99d59679d-l7kss

ID: 846186810

Label: updown

Sample length: 3s

updown.1do8ktad.ingestion-5b79697cdf-qcxx8

ID: 846186832

Label: updown

Sample length: 3s

updown.0.119ib1vq

ID: 846186839

Label: updown

Sample length: 4s

snake.3.12bmje11

ID: 846186877

Label: snake

Sample length: 5s

fistbump.9.12blo2m9

ID: 846186905

Label: fistbump

Sample length: 5s

updown.0.134lm59m

ID: 846186840

Label: updown

Sample length: 5s

fistbump.testing.0.13hrj3mg

ID: 846186903

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	40,255
No. of clones	22