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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21.freezertemprampup.t=21.json.1u42lan2.ingestion-77f8696d6c-7ptmc

ID: 846163435

Label: 21

Sample length: 2s

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

ID: 846163451

Label: 32

Sample length: 2s

9.freezertemprampup.t=9.json.1u42laip.ingestion-77f8696d6c-mk28j

ID: 846163419

Label: 9

Sample length: 2s

29.freezertemprampup.t=29.json.1u42lanf.ingestion-77f8696d6c-m96l7

ID: 846163444

Label: 29

Sample length: 2s

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

ID: 846163401

Label: 6

Sample length: 2s

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

ID: 846163447

Label: 10

Sample length: 2s

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

ID: 846163407

Label: 8

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	27,807
No. of clones	16