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What is the best Malicious File Percentage (MFP) in the training set for varying MFP in the test set? 6.
In our second experiment, we addressed our 5th research question in order to find the best Malicious File Percentage (MFP) among the training-set files for varying MFP in the test-set files, and more specifically, for low MFP in the test-set 10-155%), which resembles a real-life scenario.
Figure 8 The mean accuracy, FPR, TPR and G-Mean for 10% MFP in the test-set, for each MFP in the training set.
Detailed description of the accuracy, TPR and FPR with a 50% MFP in the training set and 10% MFP in the testing set for all classifiers.
(PDF 2 MB) 13388_2011_1_MOESM2_ESM.PDF Additional file 2: Chronological evaluation: accuracy, TPR and FPR with a 50% MFP in the training set and 10% MFP in the testing set for all classifiers.
Figure 8 presents the mean accuracy, FPR, TPR and G-Mean for a 2-fold cross validation experiment for each MFP in the training set and with a fixed level of 10% MFP in the test-set.
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13388_2011_1_MOESM1_ESM.PDF Additional file 1: Relations among MFPs in training and test-sets: accuracy, TPR and FPR for the MFP levels in the two sets in a 3-dimensional presentation.
Despite the very large charge-exchange mfps in both the supersonic solar wind and the boundary regions, the structure of the global heliosphere is determined in large part by the non-equilibrated coupling of neutral interstellar H to supersonic and subsonic solar wind plasma (Zank 1999; 2015; Zank et al. 2009; McComas et al. 2011).
In Italy and Spain, average MFP growth in the market economy was negative.Most economists will be grateful for the study's detail.
Both regimens were well tolerated, and the adverse events of all grades were more frequent in patients who received MFP than in those who received Mf.
AM overexpression also increased growth of tumor in the MFP, but not in vitro, in the absence of increased angiogenesis, by unknown mechanisms.
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