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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44.freezertemprampup.t=44.json.1u42lanb.ingestion-77f8696d6c-m96l7

ID: 846163439

Label: 44

Sample length: 2s

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

ID: 846163420

Label: 17

Sample length: 2s

45.freezertemprampup.t=45.json.1u42las7.ingestion-77f8696d6c-mk28j

ID: 846163426

Label: 45

Sample length: 2s

51.freezertemprampup.t=51.json.1u42lanj.ingestion-77f8696d6c-mk28j

ID: 846163454

Label: 51

Sample length: 2s

13.freezertemprampup.t=13.json.1u42las4.ingestion-77f8696d6c-m96l7

ID: 846163449

Label: 13

Sample length: 2s

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

ID: 846163405

Label: 24

Sample length: 2s

52.freezertemprampup.t=52.json.1u42las3.ingestion-77f8696d6c-m96l7

ID: 846163428

Label: 52

Sample length: 2s

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

ID: 846163401

Label: 6

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	24,375
No. of clones	15