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Table 2 Comparison of the SVM and StarryNite on the development set.

From: Using machine learning to speed up manual image annotation: application to a 3D imaging protocol for measuring single cell gene expression in the developing C. elegans embryo

Metric

SVM

StarryNite

True Positives

3178

3393

True Negatives

390

0

False Positives

264

654

False Negatives

215

0

Sensitivity

93.663

100.0

PPV

92.330

83.840

Accuracy

88.164

83.840

  1. Sensitivity/recall is defined as TP/(TP+FN) and positive predictive value (PPV)/precision is computed as TP/(TP+FP)
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BMC Bioinformatics

ISSN: 1471-2105

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