Robert Werner / waveAction Public
Target: Cortex-M4F 80MHz Clone this project

Test data

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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.

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Sample name Expected outcome Length Accuracy Result
synthetic_wave_acceleration_gravity.s15 rough 2s 100% 77 rough
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synthetic_wave_acceleration_gravity.s10 moderate, rough 2s 9% 81 uncertain, 8 rough, 3 calm
Show classification Show in data acquisition Show in feature explorer
synthetic_wave_acceleration_gravity.s5 calm, moderate 2s 78% 77 calm, 15 uncertain
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
60.15%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.99
Weighted average Precision 0.89
Weighted average Recall 0.84
Weighted average F1 score 0.83

Confusion matrix

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Feature explorer

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