Manivannan / Industry 4.0 - Predictive Maintenance - Pump Public

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
00000134.wav.2ukq5tjl normal 10s 100% 9 normal
00000133.wav.2ukq5tj5 normal 10s 100% 9 normal
00000129.wav.2ukq5n3o normal 10s 100% 9 normal
00000127.wav.2ukq5n3n normal 10s 100% 9 normal
00000126.wav.2ukq5l8v normal 10s 78% 7 normal, 1 abnormal, 1 uncertain
00000115.wav.2ukq5jig normal 10s 100% 9 normal
00000105.wav.2ukq52pr normal 10s 100% 9 normal
00000085.wav.2ukq4op3 normal 10s 89% 8 normal, 1 uncertain
00000079.wav.2ukq4cc4 normal 10s 89% 8 normal, 1 abnormal
00000078.wav.2ukq4cbt normal 10s 100% 9 normal
00000055.wav.2ukq41cb normal 10s 100% 9 normal
00000051.wav.2ukq3g2u normal 10s 100% 9 normal
00000039.wav.2ukq3drr normal 10s 89% 8 normal, 1 abnormal
00000045.wav.2ukq3dsc normal 10s 100% 9 normal
00000041.wav.2ukq3ds0 normal 10s 100% 9 normal
00000043.wav.2ukq3drt normal 10s 100% 9 normal
00000031.wav.2ukq34ng normal 10s 100% 9 normal
00000025.wav.2ukq2ruh normal 10s 56% 5 normal, 4 abnormal
00000021.wav.2ukq2qsm normal 10s 100% 9 normal
00000020.wav.2ukq2qs1 normal 10s 100% 9 normal
00000017.wav.2ukq2qio normal 10s 100% 9 normal
00000018.wav.2ukq2qiu normal 10s 33% 3 abnormal, 3 normal, 3 uncertain
00000016.wav.2ukq2qie normal 10s 100% 9 normal
00000011.wav.2ukq2nrv normal 10s 100% 9 normal
00000004.wav.2ukq2jlt normal 10s 100% 9 normal
00000135.wav.2ukq0kg5 abnormal 10s 67% 6 abnormal, 3 normal
00000127.wav.2ukq0g76 abnormal 10s 100% 9 abnormal
00000118.wav.2ukq0au1 abnormal 10s 100% 9 abnormal
00000114.wav.2ukq03aa abnormal 10s 100% 9 abnormal
00000112.wav.2ukq030k abnormal 10s 89% 8 abnormal, 1 normal
00000109.wav.2ukq030k abnormal 10s 100% 9 abnormal
00000110.wav.2ukq01j6 abnormal 10s 100% 9 abnormal
00000108.wav.2ukq017u abnormal 10s 100% 9 abnormal
00000105.wav.2ukpvtpt abnormal 10s 100% 9 abnormal
00000099.wav.2ukpvrqd abnormal 10s 100% 9 abnormal
00000097.wav.2ukpvrf9 abnormal 10s 100% 9 abnormal
00000094.wav.2ukpvk4m abnormal 10s 100% 9 abnormal
00000090.wav.2ukpvjs5 abnormal 10s 100% 9 abnormal
00000091.wav.2ukpvjs7 abnormal 10s 100% 9 abnormal
00000080.wav.2ukpvfeq abnormal 10s 100% 9 abnormal
00000074.wav.2ukpv750 abnormal 10s 100% 9 abnormal
00000073.wav.2ukpv74v abnormal 10s 100% 9 abnormal
00000072.wav.2ukpv6ja abnormal 10s 100% 9 abnormal
00000071.wav.2ukpv6je abnormal 10s 100% 9 abnormal
00000069.wav.2ukpv54m abnormal 10s 100% 9 abnormal
00000058.wav.2ukpv2ct abnormal 10s 100% 9 abnormal
00000060.wav.2ukpv2ct abnormal 10s 100% 9 abnormal
00000052.wav.2ukpumif abnormal 10s 100% 9 abnormal
00000041.wav.2ukpufjb abnormal 10s 100% 9 abnormal
00000037.wav.2ukpufjf abnormal 10s 100% 9 abnormal
00000035.wav.2ukpuenb abnormal 10s 100% 9 abnormal
00000031.wav.2ukpud9c abnormal 10s 100% 9 abnormal
00000028.wav.2ukpucbr abnormal 10s 22% 7 normal, 2 abnormal
00000027.wav.2ukpuah2 abnormal 10s 100% 9 abnormal
00000030.wav.2ukpuagr abnormal 10s 0% 9 normal
00000024.wav.2ukpu3n3 abnormal 10s 100% 9 abnormal
00000016.wav.2ukptr78 abnormal 10s 100% 9 abnormal
00000004.wav.2ukptr77 abnormal 10s 100% 9 abnormal
00000010.wav.2ukptr76 abnormal 10s 100% 9 abnormal
00000012.wav.2ukptqtt abnormal 10s 100% 9 abnormal

Model testing output

Model testing results

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