SamarSaleh / Valve MIMII Balanced Subset Public
Target: Arduino UNO Q (Qualcomm QRB2210) 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.

Apply filters

Sample name Expected outcome Length Accuracy Result
00000979 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000204 normal 10s 64% 7 normal, 4 abnormal
Show classification Show in data acquisition Show in feature explorer
00000238 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000530 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000293 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000449 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000017 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000094 normal 10s 91% 10 normal, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
00000221 normal 10s 91% 10 normal, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
00000778 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000764 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000295 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000724 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000568 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000036 normal 10s 82% 9 normal, 2 abnormal
Show classification Show in data acquisition Show in feature explorer
00000307 normal 10s 64% 7 normal, 2 abnormal, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
00000687 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000955 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000554 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000137 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000410 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000664 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000939 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000277 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000538 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000815 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000326 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000334 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000894 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000427 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000044 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000818 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000064 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000484 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000219 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000930 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000506 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000161 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000652 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000616 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000192 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000863 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000247 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000209 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000488 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000431 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000557 normal 10s 91% 10 normal, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
00000235 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000017 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000158 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000655 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000243 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000080 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000757 normal 10s 64% 7 normal, 3 uncertain, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000675 normal 10s 91% 10 normal, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
00000631 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000978 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000307 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000630 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000843 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000313 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000423 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000902 normal 10s 82% 9 normal, 2 abnormal
Show classification Show in data acquisition Show in feature explorer
00000815 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000558 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000801 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000130 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000838 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000464 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000346 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000240 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000246 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000783 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000487 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000374 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000261 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000624 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000389 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000193 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000027 normal 10s 82% 9 normal, 2 abnormal
Show classification Show in data acquisition Show in feature explorer
00000279 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000499 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000218 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000135 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000057 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000664 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000521 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000696 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000249 normal 10s 91% 10 normal, 1 abnormal
Show classification Show in data acquisition Show in feature explorer
00000466 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000351 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000159 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000234 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000010 normal 10s 82% 9 normal, 2 abnormal
Show classification Show in data acquisition Show in feature explorer
00000614 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000683 normal 10s 100% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000108 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000029 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000075 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000090 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000051 abnormal 10s 82% 9 abnormal, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
00000114 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000098 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000065 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000049 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000092 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000064 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000099 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000073 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000074 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000048 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000084 abnormal 10s 82% 9 abnormal, 1 normal, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
00000081 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000087 abnormal 10s 91% 10 abnormal, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
00000061 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000053 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000041 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000076 abnormal 10s 64% 7 abnormal, 4 normal
Show classification Show in data acquisition Show in feature explorer
00000056 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000006 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000029 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000108 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000060 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000085 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000114 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000007 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000068 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000082 abnormal 10s 91% 10 abnormal, 1 normal
Show classification Show in data acquisition Show in feature explorer
00000040 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000053 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000041 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000034 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000102 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000025 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000024 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000075 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000027 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000090 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000060 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000007 abnormal 10s 82% 9 abnormal, 1 normal, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
00000114 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000098 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000028 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000032 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000059 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000092 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000012 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000077 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000038 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000074 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000031 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000050 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000103 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000013 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000117 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000053 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000040 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000105 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000110 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000030 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000104 abnormal 10s 82% 9 abnormal, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
00000088 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000078 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000021 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000111 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000096 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000070 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000085 abnormal 10s 91% 10 abnormal, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
00000101 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000051 abnormal 10s 0% 11 normal
Show classification Show in data acquisition Show in feature explorer
00000098 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000059 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000012 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000032 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000094 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000064 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000100 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000005 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000072 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000010 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000081 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000050 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000026 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000053 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000040 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000002 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000109 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000116 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000021 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000039 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000025 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
00000083 abnormal 10s 100% 11 abnormal
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
97.02%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.97
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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