Manivannan / Industry 4.0 - Predictive Maintenance - valve Public
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Test data

Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Accuracy Result
00000115.wav.2uvb6eo3 normal 10s 100% 9 normal
Show classification Show in data acquisition
00000112.wav.2uvb6d8p normal 10s 100% 9 normal
Show classification Show in data acquisition
00000108.wav.2uvb6bs4 normal 10s 78% 7 normal, 2 uncertain
Show classification Show in data acquisition
00000103.wav.2uvb53oi normal 10s 89% 8 normal, 1 uncertain
Show classification Show in data acquisition
00000101.wav.2uvb3vqg normal 10s 100% 9 normal
Show classification Show in data acquisition
00000087.wav.2uvb2pl5 normal 10s 100% 9 normal
Show classification Show in data acquisition
00000068.wav.2uvavm2o normal 10s 100% 9 normal
Show classification Show in data acquisition
00000065.wav.2uvavjqr normal 10s 100% 9 normal
Show classification Show in data acquisition
00000062.wav.2uvatnlk normal 10s 100% 9 normal
Show classification Show in data acquisition
00000058.wav.2uvast2t normal 10s 89% 8 normal, 1 uncertain
Show classification Show in data acquisition
00000056.wav.2uvasleq normal 10s 89% 8 normal, 1 uncertain
Show classification Show in data acquisition
00000048.wav.2uvashsd normal 10s 100% 9 normal
Show classification Show in data acquisition
00000040.wav.2uvapb5m normal 10s 100% 9 normal
Show classification Show in data acquisition
00000038.wav.2uvap83u normal 10s 100% 9 normal
Show classification Show in data acquisition
00000039.wav.2uvap7qp normal 10s 100% 9 normal
Show classification Show in data acquisition
00000034.wav.2uvap7ha normal 10s 100% 9 normal
Show classification Show in data acquisition
00000032.wav.2uvap77m normal 10s 89% 8 normal, 1 uncertain
Show classification Show in data acquisition
00000019.wav.2uvalpcn normal 10s 100% 9 normal
Show classification Show in data acquisition
00000004.wav.2uvallic normal 10s 78% 7 normal, 1 abnormal, 1 uncertain
Show classification Show in data acquisition
00000000.wav.2uval4rl normal 10s 100% 9 normal
Show classification Show in data acquisition
00000118.wav.2uv5usuf abnormal 10s 100% 9 abnormal
Show classification Show in data acquisition
00000113.wav.2uv5uqia abnormal 10s 100% 9 abnormal
Show classification Show in data acquisition
00000103.wav.2uv5smoq abnormal 10s 100% 9 abnormal
Show classification Show in data acquisition
00000100.wav.2uv5sl31 abnormal 10s 67% 6 abnormal, 2 uncertain, 1 normal
Show classification Show in data acquisition
00000097.wav.2uv5sjlg abnormal 10s 67% 6 abnormal, 2 uncertain, 1 normal
Show classification Show in data acquisition
00000095.wav.2uv5siep abnormal 10s 67% 6 abnormal, 3 normal
Show classification Show in data acquisition
00000094.wav.2uv5shjs abnormal 10s 100% 9 abnormal
Show classification Show in data acquisition
00000089.wav.2uv5s7l0 abnormal 10s 67% 6 abnormal, 2 normal, 1 uncertain
Show classification Show in data acquisition
00000085.wav.2uv5rdfc abnormal 10s 67% 6 abnormal, 3 normal
Show classification Show in data acquisition
00000080.wav.2uv5ofe4 abnormal 10s 100% 9 abnormal
Show classification Show in data acquisition
00000077.wav.2uv5oes0 abnormal 10s 67% 6 abnormal, 2 normal, 1 uncertain
Show classification Show in data acquisition
00000074.wav.2uv5oe9c abnormal 10s 100% 9 abnormal
Show classification Show in data acquisition
00000071.wav.2uv5odm5 abnormal 10s 56% 5 abnormal, 3 normal, 1 uncertain
Show classification Show in data acquisition
00000067.wav.2uv5ob1s abnormal 10s 67% 6 abnormal, 3 normal
Show classification Show in data acquisition
00000058.wav.2uv5ld5g abnormal 10s 100% 9 abnormal
Show classification Show in data acquisition
00000053.wav.2uv5lcsc abnormal 10s 56% 5 abnormal, 3 normal, 1 uncertain
Show classification Show in data acquisition
00000043.wav.2uv5kfgm abnormal 10s 67% 6 abnormal, 3 normal
Show classification Show in data acquisition
00000041.wav.2uv5hr8m abnormal 10s 56% 5 abnormal, 4 normal
Show classification Show in data acquisition
00000031.wav.2uv5hf4b abnormal 10s 56% 5 abnormal, 3 normal, 1 uncertain
Show classification Show in data acquisition
00000023.wav.2uv5hepp abnormal 10s 56% 5 abnormal, 3 normal, 1 uncertain
Show classification Show in data acquisition
00000021.wav.2uv5f126 abnormal 10s 78% 7 abnormal, 1 normal, 1 uncertain
Show classification Show in data acquisition
00000020.wav.2uv5dl8g abnormal 10s 100% 9 abnormal
Show classification Show in data acquisition
00000018.wav.2uv5cu82 abnormal 10s 100% 9 abnormal
Show classification Show in data acquisition
00000011.wav.2uv5ctfs abnormal 10s 56% 5 abnormal, 2 normal, 2 uncertain
Show classification Show in data acquisition
00000005.wav.2uv5cskt abnormal 10s 67% 6 abnormal, 3 normal
Show classification Show in data acquisition

Model testing output

Model testing results

Accuracy
84.94%

Feature explorer

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