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sklearn SVM Classification

Accelerometer

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Data (223 samples)

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unlabeled.updown.21fsa7pt.ingestion-6695d5b6d8-bx4mv

ID: 846186859

Label: -

Sample length: 3s

fistbump.6.12blm560

ID: 846186908

Label: fistbump

Sample length: 5s

updown.0.12bgpqu8

ID: 846186843

Label: updown

Sample length: 5s

wave.wave1.rsi2kml

ID: 846186764

Label: wave

Sample length: 10s

updown.20ttth46.ingestion-fd458546d-9w2gj

ID: 846186795

Label: updown

Sample length: 3s

wave.wave4.rsi2m6u

ID: 846186760

Label: wave

Sample length: 10s

snake.snake7.rsi2ho9

ID: 846186867

Label: snake

Sample length: 10s

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

ID: 846186853

Label: -

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	46,379
No. of clones	23