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Table 3 Results on the dataset

From: Research prioritization through prediction of future impact on biomedical science: a position paper on inference-analytics

Threshold

Method

AUPR

R50

5

Random forest

0.5718

0.1450

Random

0.4975

0.0661

10

Random forest

0.3204

0.0762

Random

0.2510

0.0272

30

Random forest

0.0868

0.0426

Random

0.0600

0.0197

50

Random forest

0.1115

0.0792

Random

0.0734

0.0283

  1. Table shows area under the precision recall curve (AUPR) and R50 that measures the area under the precision-recall curve until reaching 50 negative predictions.
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