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sklearn SVM Classification

Accelerometer

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Data (223 samples)

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fistbump.0.12bh53p4

ID: 846186928

Label: fistbump

Sample length: 5s

wave.testing.2.10ngstc6

ID: 846186768

Label: wave

Sample length: 10s

updown.1li634ht.ingestion-c5cbfbbcc-qwj9f

ID: 846186820

Label: updown

Sample length: 3s

updown.0.12bfsk1b

ID: 846186844

Label: updown

Sample length: 5s

updown.3433qc1a.ingestion-788bbd877-nmdps

ID: 846186794

Label: updown

Sample length: 3s

fistbump.1.12blge33

ID: 846186918

Label: fistbump

Sample length: 5s

snake.snake4.rsi2h5e

ID: 846186870

Label: snake

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	38,459
No. of clones	22