Edge Impulse Inc. / sklearn Random Forest Classification Public

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sklearn Random Forest Classification

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Data (223 samples)

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snake.snake1.rsi2frv

ID: 846165869

Label: snake

Sample length: 10s

updown.1tjreijd.ingestion-99d59679d-l7kss

ID: 846165807

Label: updown

Sample length: 3s

idle.2.12bmqclq

ID: 846165893

Label: idle

Sample length: 5s

updown.1v5djhss.ingestion-5dffbb5974-99t8s

ID: 846165801

Label: updown

Sample length: 3s

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

ID: 846165819

Label: updown

Sample length: 3s

updown.1m1kvo8h.ingestion-fd776b99d-mnf5r

ID: 846165814

Label: updown

Sample length: 3s

snake.4.12bmk2s1

ID: 846165871

Label: snake

Sample length: 5s

updown.0.vq8cqt8

ID: 846165832

Label: updown

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.1%

On-device performance (Cortex-M7 216MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

5.5K

Flash usage

15.5K

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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	357645
Project version	2
License	BSD 3-Clause Clear
No. of views	36,686
No. of clones	25