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sklearn SVM Classification

Accelerometer

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Data (223 samples)

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updown.1jaeroqt.ingestion-79476767cf-qr295

ID: 846186827

Label: updown

Sample length: 3s

updown.0.12ve8l6j

ID: 846186841

Label: updown

Sample length: 5s

updown.2.12bfvh26

ID: 846186805

Label: updown

Sample length: 5s

wave.wave9.rsi2o7v

ID: 846186756

Label: wave

Sample length: 10s

snake.0.12bm0gds

ID: 846186879

Label: snake

Sample length: 5s

updown.1tjreijd.ingestion-99d59679d-l7kss

ID: 846186812

Label: updown

Sample length: 3s

snake.snake10.rsi2g3n

ID: 846186864

Label: snake

Sample length: 10s

snake.snake2.rsi2gqb

ID: 846186872

Label: snake

Sample length: 10s

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	39,097
No. of clones	22