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

ID: 846163437

Label: 31

Sample length: 2s

59.freezertemprampup.t=59.json.1u42laio.ingestion-77f8696d6c-mk28j

ID: 846163431

Label: 59

Sample length: 2s

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

ID: 846163450

Label: 15

Sample length: 2s

17.freezertemprampup.t=17.json.1u42lan2.ingestion-77f8696d6c-7ptmc

ID: 846163420

Label: 17

Sample length: 2s

11.freezertemprampup.t=11.json.1u42las4.ingestion-77f8696d6c-7ptmc

ID: 846163443

Label: 11

Sample length: 2s

39.freezertemprampup.t=39.json.1u42laio.ingestion-77f8696d6c-m96l7

ID: 846163418

Label: 39

Sample length: 2s

4.freezertemprampup.t=4.json.1u42lanf.ingestion-77f8696d6c-mk28j

ID: 846163402

Label: 4

Sample length: 2s

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

ID: 846163407

Label: 8

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	22,055
No. of clones	15