Tobias Lindhorst / Alerto2 Public
Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

Test data

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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
Rauschen.5n38pqg0 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n38lsfj Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n38es45 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n38atus Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n385r1b Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n3835k4 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n37qhol Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n37n4kl Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n37c86p Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n3726g7 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n36nknf Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n36u68h Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n36tdvv Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n18npp0 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n18f9hj Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n1941rl Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n1924dk Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n18l9c0 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n18j97l Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n185t91 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17sij1 Rauschen 4s 80% 4 Rauschen, 1 Klopfen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17pf1r Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17ceu4 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n16esqa Klopfen 4s 100% 5 Klopfen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n15u63p Klopfen 4s 100% 5 Klopfen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n15kjm7 Klopfen 4s 100% 5 Klopfen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n151tr8 Klopfen 4s 100% 5 Klopfen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n150upq Klopfen 4s 100% 5 Klopfen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n184c55 Rauschen 4s 60% 3 Rauschen, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17lldr Rauschen 4s 80% 4 Rauschen, 1 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17ivqp Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17gfjf Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17br27 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n179nsm Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n172k2t Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n14ujnp Klopfen 4s 100% 5 Klopfen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n14n0ar Klopfen 4s 80% 4 Klopfen, 1 Rauschen
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0tpnij Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0st8vo Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0qr6vr Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0qkp27 Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0th3er Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0s94b5 Tuerklingel 4s 80% 4 Tuerklingel, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0s3jtn Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0rjj3d Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0ptm47 Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mukam3h Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muk8or3 Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mujp4mp Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mujo8mt Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mujfpjp Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muj2k2h Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muj1m5p Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muir5q5 Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mui70pf Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mugrdsf Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mugibdm Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muge97v Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mufigj6 Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5mufa3ah Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5muf39hf Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mufaqr0 Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muf4ooj Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muf038e Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mucv3g0 Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mue4dkp Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mucs4mm Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muedrkb Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muddkbj Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n18kk7l Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n18q2u7 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n18th0f Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17lasm Rauschen 4s 80% 4 Rauschen, 1 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17076l Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n165u9s Klopfen 4s 100% 5 Klopfen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17ujaq Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n17oso9 Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauschen.5n178s2g Rauschen 4s 100% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n1681qe Klopfen 4s 0% 5 Rauschen
Show classification Show in data acquisition Show in feature explorer
Klopfen.5n14ptfh Klopfen 4s 60% 3 Klopfen, 2 Rauschen
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n13oign Klopfen 4s 100% 5 Klopfen
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0tin3e Tuerklingel 4s 100% 5 Tuerklingel
Show classification Show in data acquisition Show in feature explorer
Tuerklingel.5n0rv7d2 Tuerklingel 4s 60% 3 Tuerklingel, 2 Rauschen
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muk242g Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mugfark Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5muickia Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
Rauchmelder.5mugsmv6 Rauchmelder 4s 100% 5 Rauchmelder
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
96.32%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.99
Weighted average Precision 0.97
Weighted average Recall 0.97
Weighted average F1 score 0.97

Confusion matrix

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Feature explorer

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