Edge Impulse Experts / Gunshot Detection 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
street_music-168713-9-0-38 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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street_music-98202-9-0-4 other 4s 63% 10 other, 4 uncertain, 2 gunshot
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street_music-96475-9-0-6 other 4s 100% 16 other
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street_music-96475-9-0-0 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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street_music-96920-9-0-8 other 4s 100% 16 other
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street_music-96920-9-0-0 other 4s 94% 15 other, 1 gunshot
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street_music-96169-9-1-49 other 4s 69% 11 other, 4 gunshot, 1 uncertain
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street_music-96169-9-1-10 other 4s 94% 15 other, 1 uncertain
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street_music-93193-9-1-22 other 4s 81% 13 other, 3 gunshot
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street_music-93193-9-1-19 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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street_music-93193-9-1-6 other 4s 100% 16 other
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street_music-79377-9-0-13 other 4s 100% 16 other
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street_music-74458-9-0-7 other 4s 100% 16 other
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street_music-74226-9-0-21 other 4s 94% 15 other, 1 uncertain
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street_music-74226-9-0-7 other 4s 75% 12 other, 3 gunshot, 1 uncertain
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street_music-60605-9-0-90 other 4s 100% 16 other
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street_music-39970-9-0-108 other 4s 56% 9 other, 4 gunshot, 3 uncertain
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street_music-39970-9-0-46 other 4s 100% 16 other
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street_music-39970-9-0-41 other 4s 75% 12 other, 3 uncertain, 1 gunshot
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siren-159750-8-0-8 other 4s 100% 16 other
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siren-159750-8-0-1 other 4s 100% 16 other
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street_music-14387-9-0-15 other 4s 63% 10 other, 4 gunshot, 2 uncertain
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street_music-14387-9-0-12 other 4s 94% 15 other, 1 uncertain
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street_music-14387-9-0-7 other 4s 69% 11 other, 3 gunshot, 2 uncertain
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siren-159747-8-0-16 other 4s 88% 14 other, 2 gunshot
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siren-159747-8-0-12 other 4s 100% 16 other
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siren-159747-8-0-8 other 4s 94% 15 other, 1 uncertain
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siren-159747-8-0-6 other 4s 100% 16 other
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siren-123688-8-1-1 other 4s 100% 16 other
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siren-123688-8-0-12 other 4s 100% 16 other
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siren-123688-8-0-8 other 4s 100% 16 other
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siren-123688-8-0-7 other 4s 100% 16 other
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siren-123688-8-0-5 other 4s 100% 16 other
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siren-123688-8-0-1 other 4s 94% 15 other, 1 gunshot
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siren-102871-8-0-15 other 4s 100% 16 other
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siren-102871-8-0-12 other 4s 100% 16 other
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siren-102871-8-0-5 other 4s 100% 16 other
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siren-102871-8-0-6 other 4s 94% 15 other, 1 uncertain
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jackhammer-203929-7-9-12 other 4s 100% 16 other
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siren-40717-8-0-5 other 4s 100% 16 other
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jackhammer-203929-7-9-0 other 4s 94% 15 other, 1 uncertain
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jackhammer-203929-7-7-14 other 4s 100% 16 other
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jackhammer-203929-7-7-3 other 4s 100% 16 other
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jackhammer-203929-7-6-10 other 4s 100% 16 other
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jackhammer-203929-7-5-7 other 4s 100% 16 other
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jackhammer-203929-7-4-2 other 4s 100% 16 other
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jackhammer-203929-7-4-11 other 4s 100% 16 other
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jackhammer-203929-7-3-5 other 4s 100% 16 other
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jackhammer-203929-7-2-11 other 4s 88% 14 other, 2 gunshot
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jackhammer-203929-7-2-8 other 4s 94% 15 other, 1 uncertain
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jackhammer-203929-7-2-6 other 4s 94% 15 other, 1 uncertain
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jackhammer-203929-7-1-1 other 4s 100% 16 other
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jackhammer-169098-7-4-4 other 4s 88% 14 other, 2 gunshot
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jackhammer-169098-7-4-3 other 4s 88% 14 other, 2 uncertain
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jackhammer-169098-7-3-1 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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jackhammer-169098-7-0-0 other 4s 56% 9 other, 4 uncertain, 3 gunshot
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jackhammer-156893-7-10-0 other 1s
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engine_idling-201652-5-5-5 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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engine_idling-201652-5-4-8 other 4s 100% 16 other
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jackhammer-156893-7-2-0 other 1s 100% 1 other
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engine_idling-201652-5-4-6 other 4s 100% 16 other
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jackhammer-73623-7-6-0 other 2s 100% 6 other
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jackhammer-73623-7-0-0 other 2s 100% 5 other
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engine_idling-201652-5-3-0 other 4s 100% 16 other
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engine_idling-201652-5-2-5 other 4s 100% 16 other
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engine_idling-201652-5-2-1 other 4s 88% 14 other, 2 uncertain
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engine_idling-201652-5-0-2 other 4s 94% 15 other, 1 uncertain
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engine_idling-201652-5-0-1 other 4s 100% 16 other
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engine_idling-177592-5-0-6 other 4s 100% 16 other
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engine_idling-113201-5-0-6 other 4s 100% 16 other
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engine_idling-113201-5-0-5 other 4s 100% 16 other
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engine_idling-152908-5-0-8 other 4s 100% 16 other
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engine_idling-177592-5-0-2 other 4s 94% 15 other, 1 gunshot
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engine_idling-152908-5-0-9 other 4s 100% 16 other
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engine_idling-113201-5-0-1 other 4s 100% 16 other
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engine_idling-143970-5-0-2 other 4s 100% 16 other
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engine_idling-106015-5-0-17 other 4s 100% 16 other
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engine_idling-106015-5-0-8 other 4s 100% 16 other
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engine_idling-106015-5-0-7 other 4s 100% 16 other
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engine_idling-106015-5-0-3 other 4s 100% 16 other
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engine_idling-102858-5-0-1 other 4s 63% 10 other, 4 uncertain, 2 gunshot
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engine_idling-94710-5-0-1 other 4s 94% 15 other, 1 gunshot
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drilling-180126-4-4-2 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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drilling-180126-4-1-1 other 4s 94% 15 other, 1 uncertain
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drilling-104817-4-0-4 other 4s 94% 15 other, 1 gunshot
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drilling-104817-4-0-0 other 4s 100% 16 other
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drilling-77751-4-1-0 other 4s 100% 16 other
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drilling-76086-4-0-32 other 4s 56% 9 other, 6 gunshot, 1 uncertain
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drilling-76086-4-0-29 other 4s 31% 11 gunshot, 5 other
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drilling-76086-4-0-22 other 4s 75% 12 other, 4 gunshot
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drilling-76086-4-0-14 other 4s 94% 15 other, 1 uncertain
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drilling-50416-4-0-2 other 4s 75% 12 other, 4 uncertain
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drilling-59594-4-0-1 other 4s 63% 10 other, 5 uncertain, 1 gunshot
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dog_bark-160366-3-0-4 other 4s 94% 15 other, 1 uncertain
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drilling-71080-4-0-0 other 1s 67% 2 other, 1 gunshot
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drilling-34621-4-12-0 other 1s
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dog_bark-173995-3-0-3 other 4s 100% 16 other
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dog_bark-179096-3-0-10 other 4s 94% 15 other, 1 gunshot
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dog_bark-203128-3-6-0 other 2s 100% 4 other
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dog_bark-158607-3-2-0 other 2s 100% 6 other
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dog_bark-112195-3-0-80 other 4s 69% 11 other, 3 gunshot, 2 uncertain
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dog_bark-112195-3-0-38 other 4s 100% 16 other
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dog_bark-100652-3-0-3 other 4s 100% 16 other
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dog_bark-100652-3-0-0 other 4s 100% 16 other
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dog_bark-108187-3-3-0 other 1s 100% 1 other
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dog_bark-108187-3-2-0 other 0s
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dog_bark-89211-3-0-0 other 2s 100% 5 other
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dog_bark-27349-3-1-2 other 4s 69% 11 other, 3 uncertain, 2 gunshot
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dog_bark-27349-3-0-2 other 4s 94% 15 other, 1 uncertain
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dog_bark-72539-3-0-8 other 4s 88% 14 other, 2 uncertain
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dog_bark-72539-3-0-6 other 4s 100% 16 other
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dog_bark-72539-3-0-1 other 4s 94% 15 other, 1 gunshot
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dog_bark-22347-3-1-1 other 4s 100% 16 other
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dog_bark-22347-3-1-2 other 4s 100% 16 other
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dog_bark-23131-3-0-0 other 1s 100% 1 other
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children_playing-192269-2-0-35 other 4s 100% 16 other
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dog_bark-18581-3-0-5 other 4s 19% 9 gunshot, 4 uncertain, 3 other
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children_playing-196082-2-0-0 other 3s 100% 12 other
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children_playing-196078-2-0-0 other 2s 75% 6 other, 1 gunshot, 1 uncertain
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children_playing-178521-2-0-93 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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children_playing-178521-2-0-86 other 4s 100% 16 other
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children_playing-178521-2-0-22 other 4s 94% 15 other, 1 uncertain
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children_playing-178521-2-0-18 other 4s 100% 16 other
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children_playing-178520-2-0-29 other 4s 100% 16 other
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children_playing-178520-2-0-27 other 4s 100% 16 other
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children_playing-178520-2-0-42 other 4s 94% 15 other, 1 uncertain
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children_playing-178520-2-0-39 other 4s 81% 13 other, 3 uncertain
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children_playing-174906-2-0-20 other 4s 94% 15 other, 1 uncertain
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children_playing-160011-2-0-12 other 4s 94% 15 other, 1 gunshot
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children_playing-174906-2-0-18 other 4s 100% 16 other
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children_playing-172593-2-0-28 other 4s 81% 13 other, 3 gunshot
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children_playing-172593-2-0-14 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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children_playing-158597-2-0-30 other 4s 75% 12 other, 4 gunshot
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children_playing-155219-2-0-26 other 4s 100% 16 other
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children_playing-109703-2-0-14 other 4s 75% 12 other, 3 uncertain, 1 gunshot
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children_playing-84359-2-0-9 other 4s 94% 15 other, 1 gunshot
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children_playing-84359-2-0-5 other 4s 75% 12 other, 3 uncertain, 1 gunshot
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car_horn-155129-1-2-0 other 2s 100% 7 other
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car_horn-175844-1-0-0 other 1s
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car_horn-179866-1-0-0 other 0s
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car_horn-132073-1-0-0 other 1s 100% 3 other
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air_conditioner-189991-0-0-4 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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air_conditioner-189991-0-0-7 other 4s 100% 16 other
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car_horn-132073-1-1-0 other 1s 100% 1 other
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car_horn-155129-1-1-0 other 0s
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car_horn-132073-1-6-0 other 0s
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car_horn-132073-1-2-0 other 0s
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air_conditioner-189023-0-0-11 other 4s 100% 16 other
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car_horn-72567-1-2-3 other 4s 100% 16 other
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air_conditioner-189023-0-0-10 other 4s 100% 16 other
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air_conditioner-189023-0-0-9 other 4s 100% 16 other
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air_conditioner-189023-0-0-6 other 4s 100% 16 other
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air_conditioner-189023-0-0-8 other 4s 88% 14 other, 2 uncertain
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air_conditioner-189023-0-0-7 other 4s 88% 14 other, 2 uncertain
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air_conditioner-147926-0-0-42 other 4s 100% 16 other
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air_conditioner-189023-0-0-2 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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air_conditioner-189023-0-0-0 other 4s 100% 16 other
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air_conditioner-147926-0-0-35 other 4s 100% 16 other
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air_conditioner-147926-0-0-17 other 4s 100% 16 other
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air_conditioner-146690-0-0-165 other 4s 100% 16 other
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air_conditioner-146690-0-0-125 other 4s 100% 16 other
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air_conditioner-146690-0-0-115 other 4s 100% 16 other
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air_conditioner-146690-0-0-93 other 4s 75% 12 other, 2 gunshot, 2 uncertain
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air_conditioner-146690-0-0-86 other 4s 94% 15 other, 1 gunshot
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air_conditioner-146690-0-0-80 other 4s 100% 16 other
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air_conditioner-146690-0-0-64 other 4s 100% 16 other
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air_conditioner-146690-0-0-8 other 4s 81% 13 other, 2 gunshot, 1 uncertain
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air_conditioner-74507-0-0-28 other 4s 100% 16 other
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air_conditioner-74507-0-0-27 other 4s 100% 16 other
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air_conditioner-74507-0-0-25 other 4s 94% 15 other, 1 gunshot
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air_conditioner-74507-0-0-20 other 4s 100% 16 other
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air_conditioner-74507-0-0-15 other 4s 100% 16 other
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air_conditioner-74507-0-0-11 other 4s 100% 16 other
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anomaly.3bfbeskh anomaly 2s 5 other, 1 gunshot
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anomaly.3bfbeopm anomaly 2s 3 gunshot, 2 other, 1 uncertain
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anomaly.3bfbeimn anomaly 2s 5 other, 1 gunshot
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9 (77) gunshot 2s 83% 5 gunshot, 1 other
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9 (78) gunshot 2s 67% 4 gunshot, 2 other
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9 (65) gunshot 1s 100% 1 gunshot
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9 (50) gunshot 1s 100% 1 gunshot
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9 (49) gunshot 1s 100% 1 gunshot
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9 (48) gunshot 1s 100% 1 gunshot
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9 (39) gunshot 1s 100% 1 gunshot
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9 (28) gunshot 1s 0% 1 other
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9 (27) gunshot 1s 0% 1 other
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9 (15) gunshot 1s 0% 1 other
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8 (98) gunshot 2s 100% 6 gunshot
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8 (97) gunshot 2s 83% 5 gunshot, 1 uncertain
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8 (91) gunshot 2s 100% 6 gunshot
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8 (77) gunshot 2s 100% 6 gunshot
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8 (75) gunshot 2s 83% 5 gunshot, 1 uncertain
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8 (73) gunshot 2s 100% 6 gunshot
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8 (71) gunshot 2s 67% 4 gunshot, 1 other, 1 uncertain
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8 (68) gunshot 2s 100% 6 gunshot
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8 (61) gunshot 2s 100% 6 gunshot
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8 (60) gunshot 2s 100% 6 gunshot
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8 (54) gunshot 2s 33% 3 other, 2 gunshot, 1 uncertain
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8 (37) gunshot 2s 100% 6 gunshot
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8 (33) gunshot 2s 100% 6 gunshot
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8 (30) gunshot 2s 83% 5 gunshot, 1 uncertain
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8 (28) gunshot 2s 33% 4 other, 2 gunshot
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8 (25) gunshot 2s 17% 5 other, 1 gunshot
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8 (22) gunshot 2s 100% 6 gunshot
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8 (15) gunshot 2s 100% 6 gunshot
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8 (14) gunshot 2s 67% 4 gunshot, 1 other, 1 uncertain
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8 (2) gunshot 2s 83% 5 gunshot, 1 uncertain
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7 (95) gunshot 2s 83% 5 gunshot, 1 other
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7 (92) gunshot 2s 100% 6 gunshot
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7 (89) gunshot 2s 83% 5 gunshot, 1 uncertain
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7 (86) gunshot 2s 50% 3 gunshot, 3 other
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7 (73) gunshot 2s 100% 6 gunshot
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7 (80) gunshot 2s 100% 6 gunshot
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7 (68) gunshot 2s 100% 6 gunshot
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7 (63) gunshot 2s 100% 6 gunshot
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7 (61) gunshot 2s 100% 6 gunshot
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7 (59) gunshot 2s 100% 6 gunshot
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7 (46) gunshot 2s 50% 3 gunshot, 2 uncertain, 1 other
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7 (43) gunshot 2s 100% 6 gunshot
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7 (41) gunshot 2s 100% 6 gunshot
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7 (37) gunshot 2s 100% 6 gunshot
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7 (33) gunshot 2s 100% 6 gunshot
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7 (32) gunshot 2s 100% 6 gunshot
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7 (28) gunshot 2s 100% 6 gunshot
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7 (25) gunshot 2s 50% 3 gunshot, 2 uncertain, 1 other
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7 (23) gunshot 2s 50% 3 gunshot, 2 other, 1 uncertain
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7 (22) gunshot 2s 67% 4 gunshot, 2 uncertain
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7 (3) gunshot 2s 100% 6 gunshot
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7 (16) gunshot 2s 83% 5 gunshot, 1 other
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7 (17) gunshot 2s 67% 4 gunshot, 2 other
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7 (13) gunshot 2s 100% 6 gunshot
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7 (7) gunshot 2s 100% 6 gunshot
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7 (2) gunshot 2s 100% 6 gunshot
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6 (99) gunshot 2s 100% 6 gunshot
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6 (98) gunshot 2s 100% 6 gunshot
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6 (87) gunshot 2s 100% 6 gunshot
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6 (79) gunshot 2s 100% 6 gunshot
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6 (74) gunshot 2s 100% 6 gunshot
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6 (70) gunshot 2s 100% 6 gunshot
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6 (56) gunshot 2s 100% 6 gunshot
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6 (54) gunshot 2s 17% 5 other, 1 gunshot
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6 (49) gunshot 2s 100% 6 gunshot
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6 (41) gunshot 2s 100% 6 gunshot
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6 (34) gunshot 2s 100% 6 gunshot
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6 (38) gunshot 2s 100% 6 gunshot
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6 (29) gunshot 2s 83% 5 gunshot, 1 uncertain
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6 (25) gunshot 2s 100% 6 gunshot
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6 (21) gunshot 2s 83% 5 gunshot, 1 uncertain
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6 (15) gunshot 2s 83% 5 gunshot, 1 other
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6 (16) gunshot 2s 100% 6 gunshot
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6 (6) gunshot 2s 100% 6 gunshot
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6 (5) gunshot 2s 83% 5 gunshot, 1 uncertain
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4 (100) gunshot 2s 100% 6 gunshot
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4 (92) gunshot 2s 100% 6 gunshot
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4 (90) gunshot 2s 83% 5 gunshot, 1 uncertain
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4 (77) gunshot 2s 67% 4 gunshot, 2 uncertain
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4 (81) gunshot 2s 67% 4 gunshot, 2 other
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4 (73) gunshot 2s 100% 6 gunshot
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4 (68) gunshot 2s 100% 6 gunshot
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4 (67) gunshot 2s 100% 6 gunshot
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4 (59) gunshot 2s 100% 6 gunshot
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4 (61) gunshot 2s 100% 6 gunshot
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4 (56) gunshot 2s 100% 6 gunshot
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4 (50) gunshot 2s 100% 6 gunshot
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4 (48) gunshot 2s 100% 6 gunshot
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4 (41) gunshot 2s 100% 6 gunshot
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4 (39) gunshot 2s 100% 6 gunshot
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4 (35) gunshot 2s 100% 6 gunshot
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4 (29) gunshot 2s 67% 4 gunshot, 1 other, 1 uncertain
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4 (28) gunshot 2s 100% 6 gunshot
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4 (24) gunshot 2s 67% 4 gunshot, 2 other
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4 (16) gunshot 2s 100% 6 gunshot
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4 (8) gunshot 2s 100% 6 gunshot
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2 (97) gunshot 2s 67% 4 gunshot, 2 uncertain
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2 (92) gunshot 2s 100% 6 gunshot
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2 (89) gunshot 2s 100% 6 gunshot
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2 (87) gunshot 2s 100% 6 gunshot
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2 (76) gunshot 2s 83% 5 gunshot, 1 other
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2 (79) gunshot 2s 83% 5 gunshot, 1 other
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2 (83) gunshot 2s 100% 6 gunshot
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2 (68) gunshot 2s 100% 6 gunshot
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2 (63) gunshot 2s 100% 6 gunshot
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2 (55) gunshot 2s 83% 5 gunshot, 1 other
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2 (52) gunshot 2s 100% 6 gunshot
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2 (49) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (44) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (37) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (33) gunshot 2s 83% 5 gunshot, 1 other
Show classification Show in data acquisition
2 (26) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (22) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (17) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (13) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (9) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (7) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (5) gunshot 2s 83% 5 gunshot, 1 uncertain
Show classification Show in data acquisition
1 (72) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (69) gunshot 2s 33% 3 other, 2 gunshot, 1 uncertain
Show classification Show in data acquisition
1 (67) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (61) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (54) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (56) gunshot 2s 67% 4 gunshot, 1 other, 1 uncertain
Show classification Show in data acquisition
1 (45) gunshot 2s 50% 3 gunshot, 2 other, 1 uncertain
Show classification Show in data acquisition
1 (40) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (33) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (25) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (1) gunshot 3s 100% 11 gunshot
Show classification Show in data acquisition
1 (13) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (16) gunshot 2s 17% 5 other, 1 gunshot
Show classification Show in data acquisition
1 (14) gunshot 2s 83% 5 gunshot, 1 other
Show classification Show in data acquisition
1 (12) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (9) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (6) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (5) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (96) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (95) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (85) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (79) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (64) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (59) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (70) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (74) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (55) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (49) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (46) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (34) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (41) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (26) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (17) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (10) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (2) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition

Model testing output

Model testing results

Accuracy
91.30%

Feature explorer

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