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sklearn SVM Classification

Accelerometer

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Data (223 samples)

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drink.testing.4.12dtf6u3

ID: 846186924

Label: drink

Sample length: 10s

updown.updown0.sm7fq97

ID: 846186791

Label: updown

Sample length: 5s

snake.snake0.rsi2fm2

ID: 846186873

Label: snake

Sample length: 10s

fistbump.2.12blh1q4

ID: 846186920

Label: fistbump

Sample length: 5s

unlabeled.updown.2105v8ir.ingestion-7c959f7cd5-mmrhx

ID: 846186853

Label: -

Sample length: 3s

fistbump.6.12blm560

ID: 846186908

Label: fistbump

Sample length: 5s

updown.1jufjgpu.ingestion-67dd9db649-kk945

ID: 846186822

Label: updown

Sample length: 3s

updown.33ebc88i.ingestion-7bbdc6486c-2lrv2

ID: 846186796

Label: updown

Sample length: 3s

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

Run this model

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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	36,121
No. of clones	22