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. Author manuscript; available in PMC: 2023 Jul 1.
Published in final edited form as: Methods. 2022 Feb 16;203:478–487. doi: 10.1016/j.ymeth.2022.02.005

Table 2:

The performance of Penguin’s predictors on Hek293 benchmark dataaset in terms of accuracy with random test-splitting using single type of feature.

Classifier Mean Stdv Length One-hot Encoding Combination
SVM 69.33 61.87 51.81 93.38 93.38
RF 69.17 61.49 50.86 87.92 84.59
NN 67.34 46.46 47.53 93.42 93.35