75
Decision Tree:
Table 47: decision tree on the split multiclass training set
precision recall
f1-score support
back
1.00
1.00
1.00
760
buffer_overflow 1.00
1.00
1.00
20
ftp_write
1.00
1.00
1.00
6
guess_passwd
1.00
1.00
1.00
40
imap
1.00
1.00
1.00
8
ipsweep
1.00
1.00
1.00
2901
land
1.00
0.82
0.90
17
loadmodule
1.00
1.00
1.00
9
multihop
1.00
1.00
1.00
5
neptune
1.00
1.00
1.00
32955
nmap
1.00
1.00
1.00
1196
normal
1.00
1.00
1.00
53885
perl
1.00
1.00
1.00
2
phf
1.00
1.00
1.00
4
pod
0.99
1.00
1.00
159
portsweep
1.00
1.00
1.00
2307
rootkit
0.83
1.00
0.91
5
satan
1.00
1.00
1.00
2910
smurf
1.00
1.00
1.00
2141
spy
1.00
1.00
1.00
1
teardrop
1.00
1.00
1.00
731
warezclient
1.00
1.00
1.00
704
warezmaster
1.00
1.00
1.00
12
accuracy
1.00
100778
macro
0.99
0.99
0.99
100778
weighted
1.00
1.00
1.00
100778