Table 8 Hyper-parameters for RF proposed by NIAs.

From: AndroMalPack: enhancing the ML-based malware classification by detection and removal of repacked apps for Android systems

 

n_estimators

max_depth

min_sample_split

max_features

BA

FA

GWO

BA

FA

GWO

BA

FA

GWO

BA

FA

GWO

Drebin

60

80

80

34

28

28

2

2

2

auto

sqrt

auto

AMD

60

80

80

36

38

38

2

2

2

sqrt

sqrt

sqrt

Androzoo

40

80

80

32

32

32

2

2

2

sqrt

sqrt

auto

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