Plant State Classifier - Model testing

Mateusz / Plant State Classifier Public

Target: Nordic nRF5340 DK (Cortex-M33 128MHz) Clone this project

This lists all test data. You can manage this data through Data acquisition.

Test data

Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

Sample name	Expected outcome	Length	Accuracy	Result
mould.1500	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1498	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1492	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1497	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1494	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1486	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1436	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1437	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1425	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1401	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1398	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1396	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1393	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1388	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1363	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1355	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1360	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1354	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1358	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1313	mould	1s	100%	1 mould	Show classification Show in data acquisition
mould.1310	mould	1s	100%	1 mould	Show classification Show in data acquisition

Model testing output

Results

Accuracy

92.01%

Confusion matrix

	good	mould	uncertain
good	84.8%	15.2%	0%
mould	0%	100%	0%
f1 score	0.92	0.92

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	M Mateusz

Test data

Model variants

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Model testing output

Results

Accuracy

Confusion matrix

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