Gouasmi Rayen / Predictive Maintenance Public
Target: Cortex-M4F 80MHz Clone this project

Test data

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Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

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Sample name Expected outcome Length Accuracy Result
ok_test testing 10s 91 OK
Show classification Show in data acquisition Show in feature explorer
testing.5m980dtn testing 5s 27 Anomaly 2, 8 Anomaly 1, 5 uncertain
Show classification Show in data acquisition Show in feature explorer
testing.3jkqclsn testing 4s 14 Anomaly 1, 8 Noise, 5 OK, 4 uncertain
Show classification Show in data acquisition Show in feature explorer
testing.3jkq64v6 testing 4s 19 Anomaly 2, 7 Noise, 4 uncertain, 1 OK
Show classification Show in data acquisition Show in feature explorer
testing.3jkp66dg testing 4s 20 OK, 10 Noise, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
OK.3jj9i4ge.s7 OK 2s 64% 7 OK, 3 uncertain, 1 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
OK.3jj9i4ge.s6 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9i4ge.s5 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9i4ge.s4 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9i4ge.s3 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9i4ge.s2 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9i4ge.s1 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9jepe.s7 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9jepe.s6 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9jepe.s5 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9jepe.s4 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9jepe.s3 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9lug0.s1 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9re48.s2 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
OK.3jj9skpt.s4 OK 2s 100% 11 OK
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja1msg.s6 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja1msg.s1 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja2sr1.s2 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja3uvl.s3 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja535h.s5 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja69pe.s7 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja69pe.s2 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja7hba.s6 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja7hba.s1 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja8m5v.s3 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jja9nrv.s5 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jjaar1o.s6 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jjaar1o.s1 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Anomaly 1.3jjaburp.s5 Anomaly 1 2s 100% 11 Anomaly 1
Show classification Show in data acquisition Show in feature explorer
Noise.3jjadbhn.s4 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjaefad.s4 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjafgpu.s8 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjafgpu.s3 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjahmic.s6 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjahmic.s1 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjaipin.s5 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjak06b.s8 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjak06b.s3 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjaghub.s6 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjaghub.s1 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjal39h.s7 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjal39h.s2 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjamg8o.s6 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjamg8o.s1 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Noise.3jjanhv2.s5 Noise 2s 100% 11 Noise
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjb1vsv.s7 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjb1vsv.s2 Anomaly 2 2s 82% 9 Anomaly 2, 1 Anomaly 1, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjbncr4.s6 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjbncr4.s1 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjbqd8b.s6 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjbqd8b.s1 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjbrk6s.s4 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjbrk6s.s3 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjbrk6s.s1 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjc0t1b.s6 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjc0t1b.s1 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjc2elb.s3 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjc457c.s4 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
Anomaly 2.3jjc457c.s2 Anomaly 2 2s 100% 11 Anomaly 2
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
99.08%

Metrics for Classifier

Metric Value
Area under ROC Curve 1.00
Weighted average Precision 0.99
Weighted average Recall 0.99
Weighted average F1 score 0.99

Confusion matrix

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Feature explorer

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