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sklearn SVM Classification

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Data (223 samples)

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wave.wave11.rsi2l0q

ID: 846186754

Label: wave

Sample length: 10s

snake.snake12.rsi2git

ID: 846186862

Label: snake

Sample length: 5s

updown.3433qc1a.ingestion-788bbd877-nmdps

ID: 846186794

Label: updown

Sample length: 3s

updown.1jt74h64.ingestion-6c5775b99d-5l54j

ID: 846186824

Label: updown

Sample length: 3s

updown.1ie3gvrp.ingestion-6c96c67584-7z9xd

ID: 846186828

Label: updown

Sample length: 3s

wave.35c12acr.ingestion-54bfbb9588-hrb9k

ID: 846186771

Label: wave

Sample length: 3s

fistbump.4.12bll3v1

ID: 846186923

Label: fistbump

Sample length: 5s

drink.testing.4.12dtf6u3

ID: 846186924

Label: drink

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

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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	41,442
No. of clones	22