Edge Impulse Inc. / Tutorial: Continuous motion recognition Public
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Anomaly Accuracy Result
idle.3.cbor.1q53q9pm idle 10s -0.25 100% 34 idle
updown.2.cbor.1q53q9pq updown 10s -0.21 100% 34 updown
snake.1.cbor.1q53q9po snake 10s -0.11 100% 34 snake
updown.3.cbor.1q53q9pt updown 10s -0.19 100% 34 updown
wave.1.cbor.1q53q9pr wave 10s -0.14 100% 34 wave
wave.2.cbor.1q53q9ps wave 10s -0.19 100% 34 wave
snake.2.cbor.1q53q9pm snake 10s -0.31 100% 34 snake
idle.2.cbor.1q53q9pg idle 10s -0.23 100% 34 idle
updown.1.cbor.1q53q9pl updown 5s -0.20 92% 12 updown, anomaly
idle.4.cbor.1q53q9pj idle 10s -0.65 100% 34 idle
wave.4.cbor.1q53q9pq wave 10s -0.16 100% 34 wave
wave.3.cbor.1q53q9pt wave 10s -0.17 100% 34 wave
idle.1.cbor.1q53q9pg idle 10s -0.39 100% 34 idle
updown.4.cbor.1q53q9po updown 10s -0.28 100% 34 updown
snake.3.cbor.1q53q9or snake 10s -0.28 100% 34 snake
shake.1.cbor.1q53q9ph anomaly 5s 1.97 100% 13 anomaly

Model testing output

Results

Model version:
Area under ROC Curve 1.00
Weighted average Precision 1.00
Weighted average Recall 1.00
Weighted average F1 score 1.00
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