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sklearn SVM Classification

Accelerometer

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Data (223 samples)

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unlabeled.updown.21a2g9fq.ingestion-674cdb7768-7kkvq

ID: 846186861

Label: -

Sample length: 3s

idle.idle7.rsi2f4b

ID: 846186889

Label: idle

Sample length: 10s

snake.snake4.rsi2h5e

ID: 846186870

Label: snake

Sample length: 10s

updown.0.12bgpqu8

ID: 846186843

Label: updown

Sample length: 5s

updown.1tktb6q4.ingestion-99d59679d-l7kss

ID: 846186810

Label: updown

Sample length: 3s

updown.15.vo0dulk

ID: 846186799

Label: updown

Sample length: 5s

updown.0.12bfsk1b

ID: 846186844

Label: updown

Sample length: 5s

updown.1thgu7nq.ingestion-99d59679d-79kdk

ID: 846186813

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

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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	37,510
No. of clones	22