Chethan Magnan / Empanada 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
testing.5fmtnk5j testing 9s 77 Slow, 4 Null, 3 Fast, 1 Hold
testing.5fmtmb7n testing 9s 49 Slow, 34 Fast, 1 Hold, 1 uncertain
testing.5fmtl4tu testing 9s 85 Hold
testing.5fmtjtjq testing 9s 85 Null
testing.5fmtibg5 testing 9s 85 Null
Fast.5fmt0p4u Fast 9s 95% 81 Fast, 4 Slow
Fast.5fmt0ab8 Fast 9s 91% 77 Fast, 7 Slow, 1 Hold
Fast.5fmsvq3j Fast 9s 81% 69 Fast, 16 Slow
Fast.5fmsvbta Fast 9s 96% 82 Fast, 3 Slow
Fast.5fmsurd0 Fast 9s 93% 79 Fast, 6 Slow
Fast.5fmsud53 Fast 9s 96% 82 Fast, 3 Slow
Fast.5fmstup5 Fast 9s 93% 79 Fast, 6 Slow
Hold.5fmstea9 Hold 9s 100% 85 Hold
Hold.5fmst05i Hold 9s 100% 85 Hold
Hold.5fmssgq4 Hold 9s 100% 85 Hold
Hold.5fmsrta9 Hold 9s 100% 85 Hold
Hold.5fmsrebv Hold 9s 100% 85 Hold
Null.5fmrkb8p Null 10s 100% 89 Null
Null.5fmrj7ub Null 10s 100% 89 Null
Null.5fmrinq4 Null 10s 100% 89 Null
Null.5fmri5q8 Null 10s 100% 89 Null
Null.5fmrgtlg Null 10s 100% 89 Null
Hold.5fl80odd Hold 10s 100% 91 Hold
Slow.5fl0of9k Slow 10s 92% 84 Slow, 5 Fast, 2 uncertain
Slow.5fl0pahq Slow 10s 76% 69 Slow, 17 Fast, 4 uncertain, 1 Null
Slow.5fl0utrt Slow 10s 63% 57 Slow, 17 Fast, 17 Null
Slow.5fl5jt05 Slow 10s 97% 88 Slow, 2 Fast, 1 Hold
Slow.5fl18cvo Slow 10s 92% 84 Slow, 7 Fast
Slow.5fl18s20 Slow 10s 78% 71 Slow, 12 Null, 8 Fast
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Model testing output

Results

Model version:
Area under ROC Curve 0.97
Weighted average Precision 0.93
Weighted average Recall 0.94
Weighted average F1 score 0.93
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