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sklearn SVM Classification

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Data (223 samples)

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wave.wave1.rsi2kml

ID: 846186764

Label: wave

Sample length: 10s

fistbump.0.12vtbh4u

ID: 846186917

Label: fistbump

Sample length: 5s

unlabeled.updown.287cg9o0.ingestion-7657dcf9d7-ntkb2

ID: 846186855

Label: -

Sample length: 3s

updown.22jv1f8m.ingestion-5678c5b4c4-8qp2m

ID: 846186797

Label: updown

Sample length: 3s

updown.0.12bgpqu8

ID: 846186843

Label: updown

Sample length: 5s

wave.wave0.umdhuau

ID: 846186766

Label: wave

Sample length: 5s

wave.wave13.rsi2lbq

ID: 846186752

Label: wave

Sample length: 10s

snake.snake3.rsi2h0k

ID: 846186871

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

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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	33,637
No. of clones	19