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. 2020 Jun 4;25(11):2615. doi: 10.3390/molecules25112615

Figure 4.

Figure 4

Model prediction to external sets. X-axis denotes fingerprint types whereas Y-axis denotes the performance for accuracy. Control lacking fingerprint include only descriptors, I: integer type PP fingerprints, CB: converted binary type PP fingerprints, OB: original binary type CDK fingerprints, NB: naïve Bayes, SVM: support vector machine (L: linear, P: polynomial, R: radial), RF: random forest, ANN: artificial neural network (layer size 100, 200, and 400) for deep learning. (A,B) Ex-1 prediction for machine learnings (A) and deep learning (B). (C,D) Ex-2 prediction for machine learnings (C) and deep learning (D).