Industrial Datasets Inc. / Matlab Bearing Wear Analysis Audio / Accelerometer Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set 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.

Apply filters

Sample name Expected outcome Length Anomaly Accuracy Result
normal_0173 normal 20s 0.80 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0685 rolling_fault 20s 0.86 58% 11 rolling_fault, 8 uncertain
Show classification Show in data acquisition Show in feature explorer
outer_fault_0412 outer_fault 20s 0.83 42% 8 outer_fault, 5 uncertain, 4 inner_fault, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0215 inner_fault 20s 0.78 58% 11 inner_fault, 8 uncertain
Show classification Show in data acquisition Show in feature explorer
combined_fault_0870 combined_fault 20s 1.16 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
normal_0007 normal 20s 0.67 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
combined_fault_0871 combined_fault 20s 1.26 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0567 outer_fault 20s 0.90 42% 8 outer_fault, 6 uncertain, 3 rolling_fault, 2 inner_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0859 combined_fault 20s 1.18 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0407 outer_fault 20s 0.50 47% 9 outer_fault, 9 uncertain, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0690 rolling_fault 20s 0.74 58% 11 rolling_fault, 7 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0559 outer_fault 20s 0.63 42% 8 outer_fault, 6 uncertain, 3 inner_fault, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0565 outer_fault 20s 0.81 37% 7 outer_fault, 6 inner_fault, 6 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0216 inner_fault 20s 0.88 47% 9 inner_fault, 4 outer_fault, 4 uncertain, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0867 combined_fault 20s 1.12 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
normal_0005 normal 20s 0.75 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0730 rolling_fault 20s 0.85 79% 15 rolling_fault, 4 uncertain
Show classification Show in data acquisition Show in feature explorer
combined_fault_0872 combined_fault 20s 0.76 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0640 rolling_fault 20s 0.81 63% 12 rolling_fault, 6 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0693 rolling_fault 20s 0.86 63% 12 rolling_fault, 7 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0217 inner_fault 20s 0.74 53% 10 inner_fault, 9 uncertain
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0678 rolling_fault 20s 0.92 84% 16 rolling_fault, 3 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_0175 normal 20s 0.80 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
inner_fault_0367 inner_fault 20s 0.94 74% 14 inner_fault, 3 uncertain, 2 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0428 outer_fault 20s 0.62 32% 10 uncertain, 6 outer_fault, 3 inner_fault
Show classification Show in data acquisition Show in feature explorer
normal_0028 normal 20s 0.70 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
combined_fault_0862 combined_fault 20s 1.19 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0863 combined_fault 20s 1.11 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0401 outer_fault 20s 0.55 47% 9 outer_fault, 6 uncertain, 3 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0696 rolling_fault 20s 1.02 63% 12 rolling_fault, 6 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0575 outer_fault 20s 0.79 16% 13 uncertain, 3 outer_fault, 2 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
normal_0148 normal 20s 0.66 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0694 rolling_fault 20s 1.05 79% 15 rolling_fault, 4 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0204 inner_fault 20s 0.84 68% 13 inner_fault, 5 uncertain, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0403 outer_fault 20s 0.77 47% 9 outer_fault, 5 uncertain, 3 rolling_fault, 2 inner_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0849 combined_fault 20s 1.06 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0736 rolling_fault 20s 0.83 79% 15 rolling_fault, 4 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_0016 normal 20s 0.45 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
combined_fault_0874 combined_fault 20s 1.33 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0239 inner_fault 20s 0.84 68% 13 inner_fault, 4 uncertain, 2 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0576 outer_fault 20s 0.57 47% 9 outer_fault, 5 uncertain, 3 rolling_fault, 2 inner_fault
Show classification Show in data acquisition Show in feature explorer
normal_0104 normal 20s 0.71 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
outer_fault_0539 outer_fault 20s 0.73 47% 9 outer_fault, 5 inner_fault, 4 uncertain, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0505 outer_fault 20s 0.72 42% 8 outer_fault, 7 uncertain, 3 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
normal_0110 normal 20s 0.68 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
inner_fault_0302 inner_fault 20s 0.52 63% 12 inner_fault, 6 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0792 rolling_fault 20s 0.96 63% 12 rolling_fault, 7 uncertain
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0793 rolling_fault 20s 0.73 42% 10 uncertain, 8 rolling_fault, 1 inner_fault
Show classification Show in data acquisition Show in feature explorer
normal_0065 normal 20s 0.78 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
outer_fault_0504 outer_fault 20s 0.75 47% 9 outer_fault, 5 uncertain, 4 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
normal_0071 normal 20s 0.53 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
outer_fault_0538 outer_fault 20s 0.74 42% 8 outer_fault, 8 uncertain, 2 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0624 rolling_fault 20s 0.79 74% 14 rolling_fault, 4 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
normal_0107 normal 20s 0.64 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
combined_fault_0804 combined_fault 20s 1.05 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0810 combined_fault 20s 1.21 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0315 inner_fault 20s 1.02 68% 13 inner_fault, 5 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0791 rolling_fault 20s 0.91 47% 10 uncertain, 9 rolling_fault
Show classification Show in data acquisition Show in feature explorer
normal_0072 normal 20s 0.64 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0747 rolling_fault 20s 0.69 53% 10 rolling_fault, 9 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0300 inner_fault 20s 1.22 63% 12 inner_fault, 5 outer_fault, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0800 rolling_fault 20s 0.69 63% 12 rolling_fault, 7 uncertain
Show classification Show in data acquisition Show in feature explorer
outer_fault_0498 outer_fault 20s 1.05 26% 9 uncertain, 5 outer_fault, 4 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
normal_0116 normal 20s 0.98 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
inner_fault_0264 inner_fault 20s 0.91 68% 13 inner_fault, 6 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0338 inner_fault 20s 1.10 63% 12 inner_fault, 5 uncertain, 2 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0488 outer_fault 20s 0.70 32% 9 uncertain, 6 outer_fault, 3 rolling_fault, 1 inner_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0780 rolling_fault 20s 0.75 63% 12 rolling_fault, 7 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_0077 normal 20s 0.68 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
inner_fault_0339 inner_fault 20s 1.13 74% 14 inner_fault, 3 outer_fault, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0305 inner_fault 20s 0.82 53% 10 inner_fault, 8 uncertain, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0265 inner_fault 20s 0.77 79% 15 inner_fault, 4 uncertain
Show classification Show in data acquisition Show in feature explorer
outer_fault_0514 outer_fault 20s 0.75 37% 9 uncertain, 7 outer_fault, 2 rolling_fault, 1 inner_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0620 rolling_fault 20s 0.96 74% 14 rolling_fault, 5 uncertain
Show classification Show in data acquisition Show in feature explorer
outer_fault_0500 outer_fault 20s 0.89 58% 11 outer_fault, 5 uncertain, 2 rolling_fault, 1 inner_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0754 rolling_fault 20s 0.75 63% 12 rolling_fault, 6 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0816 combined_fault 20s 1.03 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
normal_0049 normal 20s 0.75 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0797 rolling_fault 20s 0.89 58% 11 rolling_fault, 7 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
normal_0060 normal 20s 0.75 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0741 rolling_fault 20s 1.01 89% 17 rolling_fault, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0299 inner_fault 20s 1.19 68% 13 inner_fault, 5 uncertain, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0515 outer_fault 20s 0.84 32% 9 uncertain, 6 outer_fault, 2 inner_fault, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0610 rolling_fault 20s 0.83 68% 13 rolling_fault, 6 uncertain
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0621 rolling_fault 20s 0.84 53% 10 rolling_fault, 8 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
normal_0125 normal 20s 0.99 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
outer_fault_0478 outer_fault 20s 0.87 47% 9 outer_fault, 5 inner_fault, 5 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_0051 normal 20s 0.69 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0770 rolling_fault 20s 0.90 68% 13 rolling_fault, 6 uncertain
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0764 rolling_fault 20s 0.88 63% 12 rolling_fault, 7 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0322 inner_fault 20s 0.83 68% 13 inner_fault, 4 uncertain, 2 outer_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0833 combined_fault 20s 0.89 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0445 outer_fault 20s 0.90 42% 8 outer_fault, 8 uncertain, 2 rolling_fault, 1 inner_fault
Show classification Show in data acquisition Show in feature explorer
normal_0124 normal 20s 0.51 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
normal_0132 normal 20s 0.57 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
normal_0126 normal 20s 0.58 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0607 rolling_fault 20s 0.74 74% 14 rolling_fault, 5 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0254 inner_fault 20s 0.87 47% 9 inner_fault, 6 uncertain, 2 outer_fault, 1 combined_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0819 combined_fault 20s 1.10 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0334 inner_fault 20s 1.05 79% 15 inner_fault, 3 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0484 outer_fault 20s 0.75 58% 11 outer_fault, 3 inner_fault, 3 uncertain, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0766 rolling_fault 20s 0.91 63% 12 rolling_fault, 7 uncertain
Show classification Show in data acquisition Show in feature explorer
outer_fault_0491 outer_fault 20s 0.72 42% 8 outer_fault, 5 inner_fault, 4 rolling_fault, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0241 inner_fault 20s 0.62 63% 12 inner_fault, 5 uncertain, 2 outer_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0612 rolling_fault 20s 0.80 58% 11 rolling_fault, 8 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0269 inner_fault 20s 0.75 53% 10 inner_fault, 7 uncertain, 2 outer_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0286 inner_fault 20s 0.89 58% 11 inner_fault, 6 uncertain, 2 outer_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0251 inner_fault 20s 1.05 63% 12 inner_fault, 4 uncertain, 2 outer_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0325 inner_fault 20s 0.95 63% 12 inner_fault, 6 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0481 outer_fault 20s 0.61 53% 10 outer_fault, 6 uncertain, 2 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
normal_0094 normal 20s 0.99 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0763 rolling_fault 20s 0.87 68% 13 rolling_fault, 6 uncertain
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0788 rolling_fault 20s 1.14 68% 13 rolling_fault, 5 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0480 outer_fault 20s 0.78 42% 8 outer_fault, 8 uncertain, 2 rolling_fault, 1 inner_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0443 outer_fault 20s 0.83 26% 8 uncertain, 5 outer_fault, 4 inner_fault, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0250 inner_fault 20s 0.71 63% 12 inner_fault, 3 outer_fault, 3 uncertain, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0629 rolling_fault 20s 0.79 53% 10 rolling_fault, 8 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0291 inner_fault 20s 1.09 47% 9 inner_fault, 7 uncertain, 3 outer_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0603 rolling_fault 20s 0.75 84% 16 rolling_fault, 3 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0252 inner_fault 20s 0.80 37% 8 uncertain, 7 inner_fault, 4 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0496 outer_fault 20s 0.89 47% 9 outer_fault, 7 uncertain, 2 rolling_fault, 1 inner_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0761 rolling_fault 20s 0.72 74% 14 rolling_fault, 5 uncertain
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0749 rolling_fault 20s 0.85 79% 15 rolling_fault, 4 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_0083 normal 20s 0.80 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0774 rolling_fault 20s 0.75 58% 11 rolling_fault, 8 uncertain
Show classification Show in data acquisition Show in feature explorer
combined_fault_0822 combined_fault 20s 1.39 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0284 inner_fault 20s 0.71 58% 11 inner_fault, 8 uncertain
Show classification Show in data acquisition Show in feature explorer
inner_fault_0290 inner_fault 20s 1.00 47% 9 inner_fault, 5 outer_fault, 4 uncertain, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0534 outer_fault 20s 0.52 68% 13 outer_fault, 4 uncertain, 2 inner_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0253 inner_fault 20s 0.55 74% 14 inner_fault, 2 rolling_fault, 2 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0547 outer_fault 20s 0.83 47% 9 outer_fault, 7 uncertain, 2 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0584 outer_fault 20s 0.62 26% 11 uncertain, 5 outer_fault, 2 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0712 rolling_fault 20s 0.77 58% 11 rolling_fault, 8 uncertain
Show classification Show in data acquisition Show in feature explorer
combined_fault_0851 combined_fault 20s 0.88 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
normal_0027 normal 20s 0.65 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
inner_fault_0341 inner_fault 20s 0.62 58% 11 inner_fault, 6 uncertain, 1 outer_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0878 combined_fault 20s 0.96 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
normal_0151 normal 20s 0.71 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0666 rolling_fault 20s 0.74 74% 14 rolling_fault, 4 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
normal_0153 normal 20s 0.65 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
normal_0190 normal 20s 0.78 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
normal_0145 normal 20s 0.50 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
inner_fault_0237 inner_fault 20s 0.70 68% 13 inner_fault, 5 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0430 outer_fault 20s 0.62 53% 10 outer_fault, 5 uncertain, 2 inner_fault, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0380 inner_fault 20s 1.19 79% 15 inner_fault, 2 uncertain, 1 combined_fault, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
combined_fault_0852 combined_fault 20s 1.08 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0711 rolling_fault 20s 0.54 47% 10 uncertain, 9 rolling_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0356 inner_fault 20s 1.15 68% 13 inner_fault, 5 uncertain, 1 combined_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0665 rolling_fault 20s 0.75 58% 11 rolling_fault, 7 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0381 inner_fault 20s 1.08 42% 9 uncertain, 8 inner_fault, 2 outer_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0236 inner_fault 20s 0.88 68% 13 inner_fault, 4 uncertain, 1 outer_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
normal_0187 normal 20s 0.61 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0649 rolling_fault 20s 1.14 95% 18 rolling_fault, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_0154 normal 20s 0.59 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
inner_fault_0226 inner_fault 20s 0.65 79% 15 inner_fault, 3 outer_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0232 inner_fault 20s 1.03 47% 10 uncertain, 9 inner_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0582 outer_fault 20s 0.64 32% 7 uncertain, 6 outer_fault, 4 inner_fault, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
normal_0020 normal 20s 0.82 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0728 rolling_fault 20s 0.74 58% 11 rolling_fault, 5 uncertain, 2 outer_fault, 1 inner_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0353 inner_fault 20s 1.05 63% 12 inner_fault, 7 uncertain
Show classification Show in data acquisition Show in feature explorer
outer_fault_0408 outer_fault 20s 0.56 47% 9 outer_fault, 5 uncertain, 3 inner_fault, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0347 inner_fault 20s 0.83 74% 14 inner_fault, 4 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0540 outer_fault 20s 0.66 32% 8 uncertain, 6 outer_fault, 3 inner_fault, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
normal_0182 normal 20s 0.79 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
normal_0194 normal 20s 0.65 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
outer_fault_0422 outer_fault 20s 0.87 47% 9 outer_fault, 4 rolling_fault, 4 uncertain, 2 inner_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0581 outer_fault 20s 0.69 47% 9 outer_fault, 5 inner_fault, 5 uncertain
Show classification Show in data acquisition Show in feature explorer
combined_fault_0840 combined_fault 20s 1.52 100% 19 combined_fault
Show classification Show in data acquisition Show in feature explorer
inner_fault_0379 inner_fault 20s 0.73 47% 9 inner_fault, 9 uncertain, 1 outer_fault
Show classification Show in data acquisition Show in feature explorer
normal_0023 normal 20s 0.80 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0717 rolling_fault 20s 0.80 79% 15 rolling_fault, 4 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_0181 normal 20s 0.71 100% 19 normal
Show classification Show in data acquisition Show in feature explorer
outer_fault_0437 outer_fault 20s 0.65 63% 12 outer_fault, 5 uncertain, 2 rolling_fault
Show classification Show in data acquisition Show in feature explorer
outer_fault_0580 outer_fault 20s 0.72 42% 9 uncertain, 8 outer_fault, 1 inner_fault, 1 rolling_fault
Show classification Show in data acquisition Show in feature explorer
rolling_fault_0677 rolling_fault 20s 0.79 74% 14 rolling_fault, 5 uncertain
Show classification Show in data acquisition Show in feature explorer
Filter yielded no results, click to adjust the filter

Model testing output

Results

Model version:
Accuracy
70.86%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.96
Weighted average Precision 0.83
Weighted average Recall 0.82
Weighted average F1 score 0.82

Confusion matrix

Loading...

Feature explorer

Loading...
Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy