matheus1103 / ECG-Anomaly-Detecion Public
Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

Test data

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

Apply filters

Sample name Expected outcome Length Accuracy Result
testing.6bhjifvf testing 1s
Show classification Show in data acquisition Show in feature explorer
testing.6bhhs2h0 testing 1s
Show classification Show in data acquisition Show in feature explorer
testing.6bhhpeos testing 1s
Show classification Show in data acquisition Show in feature explorer
e7bded86f5e0a4d4 Unknown 1s 100% 1 Unknown
Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
84.35%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.97
Weighted average Precision 0.93
Weighted average Recall 0.88
Weighted average F1 score 0.90

Confusion matrix

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Feature explorer

The feature explorer is only supported when you have a single DSP block
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