Edge Impulse Inc. / XGBoost Random Forest Regression Public

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XGBoost Random Forest Regression

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Data (74 samples)

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8.freezertemprampup.t=8.json.1u42las4.ingestion-77f8696d6c-7ptmc

ID: 846163407

Label: 8

Sample length: 2s

6.freezertemprampup.t=6.json.1u42lanl.ingestion-77f8696d6c-m96l7

ID: 846163401

Label: 6

Sample length: 2s

41.freezertemprampup.t=41.json.1u42las4.ingestion-77f8696d6c-m96l7

ID: 846163411

Label: 41

Sample length: 2s

32.freezertemprampup.t=32.json.1u42lain.ingestion-77f8696d6c-mk28j

ID: 846163451

Label: 32

Sample length: 2s

37.freezertemprampup.t=37.json.1u42laim.ingestion-77f8696d6c-7ptmc

ID: 846163442

Label: 37

Sample length: 2s

27.freezertemprampup.t=27.json.1u42lain.ingestion-77f8696d6c-m96l7

ID: 846163399

Label: 27

Sample length: 2s

20.freezertemprampup.t=20.json.1u42lanh.ingestion-77f8696d6c-7ptmc

ID: 846163415

Label: 20

Sample length: 2s

5.freezertemprampup.t=5.json.1u42las3.ingestion-77f8696d6c-7ptmc

ID: 846163440

Label: 5

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

Test set

82.4%

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

Latency

1 ms.

Peak RAM usage

0.7K

Flash usage

12.9K

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Dataset summary

Data collected

2m 28s

Sensor

temp @ 4Hz

Labels

1 .. 60

Project info

Project ID	316774
Project version	2
License	BSD 3-Clause Clear
No. of views	31,019
No. of clones	16