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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30.freezertemprampup.t=30.json.1u42las3.ingestion-77f8696d6c-7ptmc

ID: 846163417

Label: 30

Sample length: 2s

10.freezertemprampup.t=10.json.1u42lan3.ingestion-77f8696d6c-m96l7

ID: 846163447

Label: 10

Sample length: 2s

49.freezertemprampup.t=49.json.1u42lanf.ingestion-77f8696d6c-mk28j

ID: 846163425

Label: 49

Sample length: 2s

25.freezertemprampup.t=25.json.1u42las3.ingestion-77f8696d6c-m96l7

ID: 846163441

Label: 25

Sample length: 2s

48.freezertemprampup.t=48.json.1u42las4.ingestion-77f8696d6c-7ptmc

ID: 846163432

Label: 48

Sample length: 2s

1.freezertemprampup.t=1.json.1u42lail.ingestion-77f8696d6c-7ptmc

ID: 846163429

Label: 1

Sample length: 2s

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

ID: 846163451

Label: 32

Sample length: 2s

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

ID: 846163443

Label: 11

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	20,806
No. of clones	15