Sense2GoL-Pulse Radar - Model testing

Jenny Plunkett / Sense2GoL-Pulse Radar Public

Target: Cortex-M4F 80MHz 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
pinch.json.1ssvp8c0.s24	pinch	1s	0%	1 tap	Show classification Show in data acquisition
pinch.json.1ssvp8c0.s21	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvp8c0.s13	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvmf1k.s18	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvmf1k.s14	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvjsu3.s16	pinch	1s	0%	1 uncertain	Show classification Show in data acquisition
pinch.json.1ssvjsu3.s12	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvjsu3.s9	pinch	1s	0%	1 tap	Show classification Show in data acquisition
pinch.json.1ssvjsu3.s6	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvjsu3.s1	pinch	1s	0%	1 uncertain	Show classification Show in data acquisition
pinch.json.1ssvhl2t.s22	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvhl2t.s7	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvhl2t.s4	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvfcke.s21	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
pinch.json.1ssvc9p7.s23	pinch	1s	100%	1 pinch	Show classification Show in data acquisition
reach.json.1ssv1upe.s22	reach	1s	100%	1 reach	Show classification Show in data acquisition
reach.json.1ssv1upe.s20	reach	1s	100%	1 reach	Show classification Show in data acquisition
reach.json.1ssv1upe.s8	reach	1s	100%	1 reach	Show classification Show in data acquisition
reach.json.1ssv1upe.s7	reach	1s	100%	1 reach	Show classification Show in data acquisition
reach.json.1ssv1upe.s3	reach	1s	100%	1 reach	Show classification Show in data acquisition
reach.json.1ssv01ep.s26	reach	1s	100%	1 reach	Show classification Show in data acquisition

Model testing output

Results

Accuracy

82.93%

Confusion matrix

	nothing	pinch	reach	tap	uncertain
nothing	100%	0%	0%	0%	0%
pinch	0%	73.3%	0%	13.3%	13.3%
reach	0%	0%	85.7%	0%	14.3%
tap	0%	0%	25%	50%	25%
f1 score	1.00	0.85	0.86	0.50

Feature explorer

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	Name
	Jenny Plunkett Edge Impulse staff

Test data

Model variants

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Model testing output

Results

Accuracy

Confusion matrix

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