Zin / ei_temperature_sensor Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set thresholds
Model variants
No additional model variants available Test 'Unoptimized (float32)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Anomaly Accuracy Result
1 min after closing freezer after 1 min 30 after opening freezer.json.1rep6l5n 1 min after closing freezer after 1 min 30 after opening freezer 42s 4.62 40 anomaly
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1 min after opening freezer.json.1rep3cr1 1 min after opening freezer 41s 1.89 30 anomaly, 10 no anomaly
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5 min after closing freezer .json.1rep0lkr 5 min after closing freezer 21s -0.19 19 no anomaly
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4 min 30 after closing freezer .json.1reovap8 4 min 30 after closing freezer 21s -0.23 19 no anomaly
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4 min after closing freezer .json.1reou28c 4 min after closing freezer 21s -0.15 19 no anomaly
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3 min 30 after closing freezer .json.1reosqeu 3 min 30 after closing freezer 21s 0.82 19 anomaly
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3 min after closing freezer .json.1reorjs3 3 min after closing freezer 21s 1.66 19 anomaly
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2 min 30 after closing freezer .json.1reoqci0 2 min 30 after closing freezer 21s 2.80 19 anomaly
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2 min after closing freezer .json.1reop5b3 2 min after closing freezer 21s 3.97 19 anomaly
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1 min d0 after closing freezer .json.1reonequ 1 min d0 after closing freezer 21s 5.73 19 anomaly
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1 min after closing freezer .json.1reom8l6 1 min after closing freezer 21s 7.58 19 anomaly
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30 second after closing freezer .json.1reoksrk 30 second after closing freezer 21s 11.92 19 anomaly
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5 min after opening freezer.json.1reoj43t 5 min after opening freezer 21s 13.60 19 anomaly
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4 min 30 sec after opening freezer.json.1reohkg9 4 min 30 sec after opening freezer 21s 13.17 19 anomaly
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4 min after opening freezer.json.1reogb0g 4 min after opening freezer 21s 12.56 19 anomaly
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3 min 30 sec after opening freezer.json.1reoeqhh 3 min 30 sec after opening freezer 21s 11.79 19 anomaly
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3 min after opening freezer.json.1reod4jc 3 min after opening freezer 21s 10.62 19 anomaly
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2 min 30 sec after opening freezer.json.1reobokf 2 min 30 sec after opening freezer 21s 9.41 19 anomaly
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2 min after opening freezer.json.1reoafbh 2 min after opening freezer 21s 8.10 19 anomaly
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1 min 30 sec after opening freezer.json.1reo927v 1 min 30 sec after opening freezer 21s 6.14 19 anomaly
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1 min after opening freezer.json.1reo7p1i 1 min after opening freezer 21s 3.87 19 anomaly
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Model testing output

Results

Model version:
Accuracy
100.00%

Confusion matrix

anomalyno anomalyuncertain
anomaly100%0%-
no anomaly---
f1 score1.000.00

Feature explorer

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