d3nbg / CirclingCruisingDetector Public
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

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Sample name Expected outcome Length Accuracy Result
circling.flight1-1 circling 3m 1s 76% 138 circling, 35 cruising, 9 uncertain
circling.flight1-2 circling 3m 4s 69% 128 circling, 36 cruising, 18 uncertain, 3 grounded
cruising.flight0-1 cruising 3m 8s 92% 175 cruising, 11 uncertain, 4 circling
cruising.flight1-2 cruising 2m 23s 77% 111 cruising, 23 circling, 9 uncertain, 1 grounded
circling.flight0-6 circling 4m 29s 92% 249 circling, 17 cruising, 6 uncertain
cruising.flight1-0 cruising 4m 5s 63% 155 cruising, 54 uncertain, 29 circling, 10 grounded
cruising.flight2-2 cruising 1m 30s 81% 74 cruising, 12 circling, 5 uncertain
cruising.flight2-1 cruising 2m 23s 82% 118 cruising, 18 circling, 8 uncertain
cruising.flight2-9 cruising 3m 43s 65% 146 cruising, 30 circling, 29 grounded, 20 uncertain
grounded.flight0-0 grounded 42m 51s 100% 2597 grounded, 4 cruising, 1 uncertain
grounded.flight1-1 grounded 6m 37s 95% 382 grounded, 12 cruising, 7 uncertain, 1 circling
grounded.flight2-1 grounded 12m 41s 93% 715 grounded, 43 cruising, 9 uncertain, 3 circling
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Model testing output

Results

Model version:
Area under ROC Curve 0.98
Weighted average Precision 0.93
Weighted average Recall 0.93
Weighted average F1 score 0.93
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