Edge Impulse Inc. / room-classifier-demo Public
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Accuracy Result
testing.2r04k0os testing 10s 19 bedroom
testing.2r04j69n testing 10s 19 bedroom
hallway.2qvnsjt5 hallway 10s 100% 19 hallway
hallway.2qvnrlm0 hallway 10s 100% 19 hallway
hallway.2qvnr5bh hallway 10s 100% 19 hallway
hallway.2qvnora9 hallway 10s 89% 17 hallway, 1 bedroom, 1 uncertain
outside.2qvk0ttq outside 10s 100% 19 outside
outside.2qvjvvg2 outside 10s 100% 19 outside
outside.2qvjt0rt outside 10s 100% 19 outside
bedroom.2qvfbnka bedroom 10s 58% 11 bedroom, 8 hallway
bedroom.2qvfab2m bedroom 10s 95% 18 bedroom, 1 hallway
bedroom.2qvf9i2u bedroom 10s 100% 19 bedroom

Model testing output

Results

Model version:
Area under ROC Curve 0.99
Weighted average Precision 0.94
Weighted average Recall 0.94
Weighted average F1 score 0.94
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