Luis Burgos / Beach Water Safety: Enterococci Bacteria Classifier 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
unsafe.sample_05_4 unsafe 4m 56s 27% 22 safe, 21 uncertain, 16 unsafe
unsafe.sample_09_2 unsafe 4m 54s 12% 37 safe, 14 uncertain, 7 unsafe
safe.sample_06_2 safe 5m 2s 63% 38 safe, 13 unsafe, 9 uncertain
safe.sample_10_4 safe 4m 56s 63% 37 safe, 20 uncertain, 2 unsafe
safe.sample_10_5 safe 5m 0s 68% 41 safe, 14 uncertain, 5 unsafe
safe.sample_06_4 safe 4m 57s 92% 54 safe, 5 uncertain
safe.sample_01_2 safe 4m 59s 76% 45 safe, 9 uncertain, 5 unsafe
safe.sample_02_1 safe 5m 0s 48% 29 safe, 21 uncertain, 10 unsafe
safe.sample_06_5 safe 5m 0s 87% 52 safe, 4 unsafe, 4 uncertain
safe.sample_06_3 safe 4m 59s 47% 28 safe, 16 unsafe, 15 uncertain
safe.sample_06_1 safe 4m 57s 75% 44 safe, 11 uncertain, 4 unsafe
safe.sample_01_3 safe 5m 2s 60% 36 safe, 18 uncertain, 6 unsafe
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Model testing output

Results

Model version:
Area under ROC Curve 0.56
Weighted average Precision 0.76
Weighted average Recall 0.71
Weighted average F1 score 0.73
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