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Figure 8 | BMC Bioinformatics

Figure 8

From: Win percentage: a novel measure for assessing the suitability of machine classifiers for biological problems

Figure 8

Selection pressure as a function of N. Each plot shows the probability mass function for feature sets ranked by estimated performance. We consider a total of M= 100 unique feature sets each with a corresponding estimated performance. The five line plots show the probability that each of the M feature sets will be selected as best in a random selection of N sets, with replacement. As N increases, the feature sets with higher performance (lower rank) are more likely to be selected.

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