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On the subset of thermostabilizing variants the accuracy is around 40%. This means that when you select the top 10 thermostabilizing variants, around 4 will be actually thermostabilizing. Thus , this predictor has a much higher chance to identify stabilizing variants compared with random mutagenesis.
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Figure 1. Most variants (below 0.5) have a neutral or destabilizing effect.
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