Atul Akella / GheeProject v2 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
NotSoPureGhee_with_ElapsedTime_in_Milliseconds.s1 NotSoPureGhee 1m 14s 100% 245 NotSoPureGhee
Show classification Show in data acquisition Show in feature explorer
PureGhee_with_ElapsedTime_in_Milliseconds.s1 PureGhee 1m 27s 82% 237 PureGhee, 49 uncertain, 2 NotSoPureGhee
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
90.43%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.98
Weighted average Precision 0.98
Weighted average Recall 0.98
Weighted average F1 score 0.98

Confusion matrix

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Feature explorer

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