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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34.freezertemprampup.t=34.json.1u42lanl.ingestion-77f8696d6c-m96l7

ID: 846163436

Label: 34

Sample length: 2s

36.freezertemprampup.t=36.json.1u42lang.ingestion-77f8696d6c-7ptmc

ID: 846163400

Label: 36

Sample length: 2s

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

ID: 846163411

Label: 41

Sample length: 2s

24.freezertemprampup.t=24.json.1u42lan2.ingestion-77f8696d6c-mk28j

ID: 846163405

Label: 24

Sample length: 2s

31.freezertemprampup.t=31.json.1u42las4.ingestion-77f8696d6c-7ptmc

ID: 846163437

Label: 31

Sample length: 2s

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

ID: 846163407

Label: 8

Sample length: 2s

33.freezertemprampup.t=33.json.1u42lan2.ingestion-77f8696d6c-m96l7

ID: 846163448

Label: 33

Sample length: 2s

15.freezertemprampup.t=15.json.1u42las3.ingestion-77f8696d6c-7ptmc

ID: 846163450

Label: 15

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

Test set

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	21,133
No. of clones	15