Edge Impulse Experts / RA8D1 - Medical Classification Public
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Accuracy Result
testing.5e3epksf testing 1 needle
testing.5e3eo86m testing 1 needle
testing.5e3en99f testing 1 needle
testing.5e3emffl testing 1 syringe
testing.5e3elj19 testing 1 needle
syringe.5e0rs769 syringe 100% 1 syringe
syringe.5e0rs7c4 syringe 100% 1 syringe
syringe.5e0rs2v0 syringe 0% 1 needle
syringe.5e0rrv7v syringe 0% 1 needle
syringe.5e0rrp2o syringe 0% 1 needle
syringe.5e0rr8ng syringe 100% 1 syringe
syringe.5e0rqnpm syringe 0% 1 needle
syringe.5e0ro7r6 syringe 100% 1 syringe
syringe.5dkakque.ingestion-8d9457556-w6ccs syringe 100% 1 syringe
syringe.5dkahbae.ingestion-8d9457556-6w8l8 syringe 100% 1 syringe
syringe.5dkagcu0.ingestion-8d9457556-6w8l8 syringe 100% 1 syringe
syringe.5dkafhab.ingestion-8d9457556-6w8l8 syringe 0% 1 needle
syringe.5dkah479.ingestion-8d9457556-6w8l8 syringe 100% 1 syringe
needle_sealed.5dkhfioh.ingestion-8d9457556-6w8l8 needle 100% 1 needle
needle_sealed.5dkaevk3.ingestion-8d9457556-w7g94 needle 100% 1 needle
needle.jpg.5dka20jq.ingestion-8d9457556-w7g94 needle 100% 1 needle
needle.jpg.5dk9h5eo.ingestion-8d9457556-w7g94 needle 100% 1 needle
needle_sealed.5dkackdf.ingestion-8d9457556-6w8l8 needle 0% 1 uncertain
needle_sealed.5dkacn3q.ingestion-8d9457556-6w8l8 needle 100% 1 needle
needle.jpg.5dk9eq3q.ingestion-8d9457556-w6ccs needle 100% 1 needle
needle.jpg.5dk9fosk.ingestion-8d9457556-6w8l8 needle 0% 1 syringe
needle.jpg.5dk9g55i.ingestion-8d9457556-w7g94 needle 100% 1 needle
needle.jpg.5dk7i9bi.ingestion-8d9457556-w7g94 needle 100% 1 needle
needle.5dkheh9k.ingestion-8d9457556-w7g94 needle 100% 1 needle
needle.5dkabugm.ingestion-8d9457556-w7g94 needle 100% 1 needle

Model testing output

Results

Model version:
Area under ROC Curve 0.77
Weighted average Precision 0.79
Weighted average Recall 0.76
Weighted average F1 score 0.76
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