The differences in the error rates produced under sample sizes (20 and 40) and (20 and 80) are borderline significant (overall level α = 0.05).
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Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues.
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This is the fact that the experiments were carried out only 30 times: this rather small number of replication of the experiments may have contributed to observing borderline significance.