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sklearn SVM Classification

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Data (223 samples)

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snake.snake1.rsi2frv

ID: 846186874

Label: snake

Sample length: 10s

wave.wave11.rsi2l0q

ID: 846186754

Label: wave

Sample length: 10s

updown.2.14l2b7r6

ID: 846186803

Label: updown

Sample length: 5s

idle.0.12bmpgqg

ID: 846186901

Label: idle

Sample length: 5s

wave.testing.7.10nh1pea

ID: 846186767

Label: wave

Sample length: 10s

idle.idle5.rsi2eo0

ID: 846186890

Label: idle

Sample length: 10s

fistbump.3.12blhg6i

ID: 846186925

Label: fistbump

Sample length: 5s

idle.idle8.rsi2fa9

ID: 846186887

Label: idle

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	35,449
No. of clones	22