Zalmotek / Predictive Maintenance with CommonSense Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set confidence 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.
Sample name Expected outcome Length Accuracy Result
Ink_Leakage.3dpgftou Ink_Leakage 10s 50% 4 Ink_Leakage, 2 Normal, 2 uncertain
Show classification Show in data acquisition
Ink_Leakage.3dpgfg3k Ink_Leakage 10s 100% 8 Ink_Leakage
Show classification Show in data acquisition
Ink_Leakage.3dpg87tn Ink_Leakage 10s 25% 5 Normal, 2 Ink_Leakage, 1 uncertain
Show classification Show in data acquisition
Ink_Leakage.3dpg7p65 Ink_Leakage 10s 100% 8 Ink_Leakage
Show classification Show in data acquisition
Ink_Leakage.3dpg3hpg Ink_Leakage 10s 100% 8 Ink_Leakage
Show classification Show in data acquisition
Ink_Leakage.3dpfmioa Ink_Leakage 10s 75% 6 Ink_Leakage, 1 Normal, 1 uncertain
Show classification Show in data acquisition
Ink_Leakage.3dpe148r Ink_Leakage 10s 0% 7 Normal, 1 uncertain
Show classification Show in data acquisition
Ink_Leakage.3dpdstiv Ink_Leakage 10s 100% 8 Ink_Leakage
Show classification Show in data acquisition
Normal.3dpdn37v Normal 10s 100% 8 Normal
Show classification Show in data acquisition
Normal.3dpdg5ec Normal 10s 100% 8 Normal
Show classification Show in data acquisition
Normal.3dpdeh70 Normal 10s 75% 6 Normal, 2 uncertain
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
75.00%

Confusion matrix

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Feature explorer

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